scholarly journals Quantification of Blood Cells and Blood Disease Detection Using Image Processing

2021 ◽  
Author(s):  
K. Rahimunnisa ◽  
V. Aparna ◽  
R.K. Harrini ◽  
K. Kamalini

RBC (Red Blood Cells) and WBC (White Blood Cells) are the main constituents of blood. WBC fight infections by attacking bacteria and viruses, that invade the body, while RBC transports oxygen in the body. Many blood diseases can be detected using RBC and WBC count values. Immunity-related blood diseases like Leukopenia and Leukocytosis can be easily detected using the WBC count value. The manual counting method of blood cells in laboratories takes at least one day to get the blood results, which becomes a major drawback for healthcare sectors to diagnose the disease at the right time. More expensive pathological tests are also a major drawback. Accurate counting of blood cells is essential in the accurate diagnosis of the disease. The proposed system is used to calculate the RBC and WBC Count, Total blood Count, RBC and percentage and the blood disease (Leukocytosis, Leukopenia) from the input blood smear image. This will help laboratories to perform the counting of blood cells with high accuracy and less workload. This is achieved by pre-processing that involves grayscale conversion, image enhancement, noise removal, binary conversion of input image, followed by plane extraction and threshold-based Segmentation. The blood disease (Leukocytosis and Leukopenia) is detected using WBC percentage-based classification methodology. This approach obtained an accuracy of 98.4%, specificity of 88.889%, precision of 99.58%, F - Measure of 99.50%. Morphological operations are implemented using MATLAB software.

2016 ◽  
Vol 47 (6) ◽  
Author(s):  
D. S. Dheyab

This study was conducted to investigate the effect of zinc in dose 15mg/kg.bw daily  taken by the mouth and dexamethasone 4mgIkg.Bw by injection for 30days on some hematological biochemical tests and some histological changes of liver spleen in male rabbits. Thirty rabbits were used that divided into 3 randomized groups (each group contain 10 male rabbits ). Control group was taken normal food and water, Zinc group that gave zinc at dose of 15mg/kg.BW/daily/oral on 1, 2, 3, 4 weeks. Dexamethasone with zinc group : Employ dexamethasone 4mg/Kg.Bw . I.M dialy for 1 and 2 weeks for experiment and at  3, 4th weeks they gave zn 15mg/lKg.Bw day/orally. Blood samples were taken from the heart directly in 2 and 4weeks to examine packed cell volume (pcv), white blood cells (WBCs), Red blood cells (RBCs) with differential Leuckcyte count.separation blood collection to plasma and examine glucose mg/dl , cholesterol mg/dl. In histological tests, rabbits were killed and separate their organs tissue from the body to examine liver and spleen. The results revealed  a decrease in level of RBCs, pcv after treatment with zinc 15, mg/Kg.Bw orally (zinc group) and increase in WBCs with differential leuckocyte count specially neutrophil cell, while biochemical tests show increase in glucose and cholesterol levels after treatment with dexamethasone 4mglkgBw. I/M seen increase in counts of RBCs , PCV, WBCs and differential lenkocyte count and decrease in glucose with cholesterol parameters, histological changes show change in liver after treatment by dexamethasone 4mglKg.Bw ,spleen tissue seen necrosis and pigmentation with hemorrhage after take dexamethasone 4mglkg in (dexamethasone + zinc group). Results also showed that zinc enhanced the immune system in at normal dose for limited time  because of its effect on other mineral such as copper and causes anemia , while the dexamethasone is a drug used for antianflammatory but for a short time.                                                                                                                           


Author(s):  
A.A. Ishtudov ◽  
◽  
V.G. Semenov ◽  
D.A. Nikitin ◽  
E.N. Ivanova ◽  
...  

A biopreparation Dog-Stim-N-B was developed and a scientific and practical justification was given for its feasibility in the canine center for raising dogs of the German shepherd breed. Se-lective mobilization of morphological and biochemical profiles of blood, cellular and humoral factors of nonspecific resistance of dog organism is established against the background of intramuscular injection of first-tested biopreparation Dog-Stim-N-B and previously tested Prevention-N-E. The biologics used in the experiments showed a wide range of bio-effects: activated the production of red blood cells and increased the concentration of hemoglobin in the blood of dogs, that is, im-proved hematopoiesis, but did not have a stimulating effect on the production of white blood cells; caused physiological eosinophilia, moderate neutrophylopenia with neutrophilic nucleus shift to the right and lymphocytosis; increased protein metabolism, mainly due to synthesis of albumin and γ-globulin fractions; activated cellular and humoral factors of nonspecific resistance of the organism.


2002 ◽  
Vol 45 (1) ◽  
pp. 3-5 ◽  
Author(s):  
Jiří Patočka ◽  
Miroslav Špliňo

The anthrax toxin comprises three proteins. When they work together, they can kill humans, especially after spores of the bacteria have been inhaled. One anthrax protein, called protective antigen (PA), chaperones the two other toxins into human or animal cells and shields them from the body’s immune system. The second, lethal factor (LF), destroys the white blood cells that hosts send in defence. The third toxin molecule, edema factor (EF), hijacks the signaling system in the body. This disrupts the energy balance of cells and leads to them accumulating fluid and complete destroy of cells.


Animals ◽  
2020 ◽  
Vol 10 (7) ◽  
pp. 1209 ◽  
Author(s):  
Muhammad Abdul Basit ◽  
Arifah Abdul Kadir ◽  
Teck Loh ◽  
Saleha Abdul Aziz ◽  
Annas Salleh ◽  
...  

This research was conducted to estimate the effects of Persicaria odorata leaf meal (POLM) on haematological indices, serum biochemical attributes, and internal organs parameters, including histomorphological features of the liver, in broiler chickens. A total of 120 one-day-old male broiler chicks (Cobb-500) were randomly allocated into four experimental groups. The dietary treatments were basal diet (BD), which served as the control (C), along with BD + 2 g/kg POLM (Po2), BD + 4 g/kg POLM (Po4), BD + 8 g/kg POLM (Po8), which were the supplemented groups. The body weight gain (BWG) showed a linear increase and feed conversion ratio (FCR) showed a linear decrease with increasing POLM dosage at day 42 (p ˂ 0.05) and for the overall growth performance period (p ˂ 0.01). On day 21 and day 42, the values of red blood cells (RBCs), white blood cells (WBCs), haemoglobin (Hb), and packed cell volume (PCV) showed linear increases (p ˂0.05) as the dosage of POLM increased in the diet. On day 21, dietary supplementation of POLM linearly decreased (p ˂ 0.05) the serum activity of alkaline phosphatase (ALP), aspartate aminotransaminase (AST), alanine aminotransaminase (ALT), and serum levels of urea and creatinine. On the other hand, serum levels of total protein (TP), albumin, and globulin showed a linear increase (p ˂ 0.05) as the POLM dosage increased. On day 42, the serum activity of AST and ALT and serum levels of glucose, cholesterol, triglycerides, urea, and creatinine showed linear decreases (p ˂ 0.05) with increased levels of POLM in the diet. However, POLM supplementation linearly increased (p ˂ 0.05) the serum levels of TP and globulin. Dietary inclusion of POLM did not influence the organ parameters and showed no adverse effects on the liver histomorphology. In conclusion, supplementation of POLM increased the growth performance, improving haematological indices and serum biochemistry profiles of broiler chickens without any deleterious effects on the liver histomorphology. The results of the present study provide evidence that POLM can be safely used at a dose rate of 8 g/kg of feed as an alternative to conventional antimicrobial growth promoters (AGPs).


2020 ◽  
Vol 50 (6) ◽  
pp. 1013-1019
Author(s):  
Fatemeh Ghannadiasl

Purpose The elevated white blood cells (WBCs) count has been reported to be a predictor of cardiovascular diseases, diabetes, hypertension and metabolic syndrome. This study aims to determine the associations between WBCs count and obesity in apparently healthy young adults. Design/methodology/approach In this cross-sectional study, the authors evaluated the body mass index (BMI) in 392 apparently healthy young adults of both sexes. The WBCs count was measured using standard counter techniques. The inclusion criteria were the agreement to participate in the study, between 18 and 25 years of age, lack of self-reported diseases such as cardiovascular diseases, hypertension, kidney and infectious diseases. Findings According to the BMI classification, underweight and overweight or obesity were observed in 14.58 and 11.48 per cent of young adults, respectively. The mean WBC was 6.5 ± 1.5 (×10³ cells/µL). Higher values of WBCs were found in women than in men (p = 0.02). The young adults with higher BMI had a higher WBCs count. There was a positive correlation between WBCs count and weight and BMI (r = 0.19 and r = 0.22, p < 0.001, respectively). Research limitations/implications This research was a cross-sectional study. Future studies are suggested using longitudinal studies to examine more relationships between obesity and WBCs count in apparently healthy young adults. Practical implications The results of this study provide evidence for weight management in this age group to reduce diseases associated with increased WBCs count. Originality/value The WBCs count was related to increasing levels of BMI per cent 2 C even in the normal range.


2017 ◽  
Vol 1 (6) ◽  
pp. 407-416 ◽  
Author(s):  
Cesar Nombela-Arrieta ◽  
Markus G. Manz

Abstract Bone marrow (BM) constitutes one of the largest organs in mice and humans, continuously generating, in a highly regulated manner, red blood cells, platelets, and white blood cells that together form the majority of cells of the body. In this review, we provide a quantitative overview of BM cellular composition, we summarize emerging knowledge on its structural organization and cellular niches, and we argue for the need of multidimensional approaches such as recently developed imaging techniques to uncover the complex spatial logic that underlies BM function in health and disease.


2020 ◽  
Vol 3 ◽  
pp. 116-123
Author(s):  
F.I. Alistratova ◽  

To date, the search for the most informa-tive and simple methods for diagnose of adaptive capabilities is an urgent problem of veterinary medicine and adaptive physiolo-gy. The direction of the animal body's re-sponse to the hypoxic factor has not been sufficiently studied. Objective: the analyze of the dynamics of changes of the main indi-cators in the leukogram under the influence of hypoxia, as well as the study of the role of leukocyte, indices the analysis of the level of resistance in rats. The animals were divided into two groups: in the first case, the animals were injected with cytoflavin at a dose of 135 mg/kg before the hypoxia ses-sion, and in the second case, saline was ad-ministered at an equivalent dose. The blood test was performed on a hematological auto-matic analyzer, and the clinical parameters of peripheral blood were determined. Mathe-matically, the leukogram was used to deter-mine: the white blood cell shift index (ISLC), the lymphocyte-monocyte ratio in-dex (ISLM), and the lymphocyte-granulocyte index (ILG). The results of the study showed that the course of hypoxia contributes to a number of changes in the blood composition, for 21 days. There was an increase in the number of white blood cells in both groups, a change in the parame-ters of the leukocyte formula-a decrease in the content of lymphocytes, with a simulta-neous increase in the proportion of mono-cytes. The use of interval hypoxia caused a decrease in the content of red blood cells in animals of the first group, a decrease in the concentration of hemoglobin and hematocrit in both groups studied. The number of plate-lets increased, which also indicates the start of adaptive reactions in the body of rats. The use of leukocyte indices is the assess to the level of resistance of the body and showed their high significance and informa-tive value in modeling experimental hypoxia.


1910 ◽  
Vol 12 (1) ◽  
pp. 1-11 ◽  
Author(s):  
M. C. Winternitz ◽  
J. P. Pratt

The catalytic activity of the blood of normal rabbits varies almost directly with the volume and number of red blood cells. This explains to a certain extent at least why animals of the same general degree of nutrition, and of the same litter, should have about the same activity since they are likely to have the same number of red blood cells, and why healthy large animals should read high while small poorly nourished ones should read low. Accompanying the hyperpyrexia resulting from puncture of the corpus striatum of a rabbit's brain, there is no change in either the catalytic activity of the blood or the white blood count. In experimentally produced peritonitis, the catalytic activity of the blood always rises, and is, therefore, absolutely independent of body temperature and white blood cells since one or both of these may rise, fall or remain stationary while the catalytic action increases.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 4909-4909
Author(s):  
Trung Phan ◽  
McMillan Ryan ◽  
Leonidas Skiadopoulos ◽  
Amanda Walborn ◽  
Debra Hoppensteadt ◽  
...  

Abstract Introduction Extracellular nucleosomes in plasma (PNs) are complexes of DNA and histones that are released during cell death and inflammatory responses. End-stage renal disease (ESRD) represents a complex syndrome where inflammation, endothelial dysfunction, and hemostatic aberrations contribute to the observed vascular manifestations. The purpose of this investigation is to profile PNs in patients with ESRD and to demonstrate their relevance to blood cells and platelet activation products. Methods Pre-dialysis plasma samples from patients undergoing maintenance hemodialysis (n = 90) at Loyola University outpatient dialysis unit were collected under an approved IRB protocol. Plasma samples from healthy individuals (n = 50) were purchased from a biobank as a control (George King Biomedical, Overland Park, Kansas). Complete blood count profiles, including white blood cells (WBCs), red blood cells (RBCs), and platelets were obtained from the patients' medical records. The levels of PNs in ESRD patients and healthy volunteers were measured using the Cell Death Detection ELISA PLUS assay (Roche Diagnostics, Mannheim, Germany). MP-TF levels were measured using the Zymuphen MP-TF kit (Hyphen BioMed, Neuville-sur-Oise, France). PDGF levels were measured using the Human PDGF-BB Quantikine ELISA Kit (R&D Systems, Minneapolis, Minnesota). Human PF4 levels were measured using the Zymutest PF4 ELISA Kit (Hyphen BioMed, Neuville-sur-Oise, France). All individual results were tabulated and analyzed using the statistical software GraphPad Prism 7. The Mann-Whitney test for non-parametric data was utilized in comparing ESRD to control groups. PN levels were correlated with cell counts and platelet activation factors using the non-parametric Spearman correlation. Individual cell counts were also correlated with platelet activating factors using the same method. Results In the ESRD patients, the average hematocrit was 31.7 ± 4.4 %, the average WBC count was 6.5 ± 4.0 K/uL, and the average platelet count was 179.4 ± 66.3 K/uL. The levels of PNs in the ESRD patients (15.5 ± 14.1 Arbitrary Units (AU)) were markedly higher in comparison to that of the controls (6.74 ± 13.7 AU; p < 0.0001). Similarly, MP-TF levels were significantly elevated in ESRD patients (3.00 ± 1.42 pg/mL) compared to normal (0.363 ± 0.263 pg/mL; p < 0.0001). PF4 levels were also significantly elevated in ESRD patients (95.3 ± 35.3 ng/mL) compared to normal (27.4 ± 19.8 ng/mL; p < 0.0001). While PDGF levels were higher in the ESRD group (116.0 ± 172.5 pg/mL) in comparison to the controls (82.7 ± 113.5 pg/mL), this increase was not statistically significant (p = 0.405). A positive correlation was observed between PNs and WBCs (p = 0.024; r = 0.244). PN levels did not show a correlation with RBC (p = 0.448; r = 0.083) and platelet levels (p = 0.545; r = 0.066). Furthermore, there was no correlation between PNs and MP-TF (p = 0.501; r = 0.077), PDGF (p = 0.314; r = 0.110) and PF4 (p = 0.524; r = -0.070) in the ESRD patients. However, the platelet count showed a positive correlation with PDGF (p = 0.044; r = 0.218) and MP-TF (p = 0.042; r = 0.237). Similarly, the WBC count showed a positive correlation with the platelet count (p < 0.0001; r = 0.476) and PDGF (p = 0.016; r = 0.260). Conclusion This study clearly demonstrates that extracellular nucleosomes are elevated in the plasma of patients with ESRD. The fact that the PN levels correlated with the number of circulating white blood cells suggest that the PNs originate from these cells. Since the ESRD patients exhibited platelet activation, as evident by the observed increase in PDGF, MP-TF and PF4, it is plausible that this activation is mediated by PNs originating from the WBCs. As observed by the positive correlation between WBCs, PDGF, and platelet count, this study underscores the potential role of nucleosomes originating from WBCs in the activation of platelets. These results are consistent with previously reported observations that extracellular histones can induce platelet activation in a TLR2 and TLR4 dependent manner (http://www.ncbi.nlm.nih.gov/pubmed/21673343). Disclosures No relevant conflicts of interest to declare.


2020 ◽  
Vol 3 (1) ◽  
pp. 01-01
Author(s):  
Paul Cusack

In this brief paper, we consider how the Herpes Virus could possibly be the culprit when the body responds to a latent infection causing dementia. The over production of white blood cells passing through he Blood-Brain- Barrier leads to death of nerve cells. This is the path toward dementia.


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