Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears

Author(s):  
Golnaz Moallem ◽  
Hamed Sari-Sarraf ◽  
Mahdieh Poostchi ◽  
Richard J. Maude ◽  
Kamolrat Silamut ◽  
...  
2006 ◽  
Vol 74 (6) ◽  
pp. 3204-3212 ◽  
Author(s):  
Ingo Borggraefe ◽  
Jie Yuan ◽  
Sam R. Telford ◽  
Sanjay Menon ◽  
Rouette Hunter ◽  
...  

ABSTRACT Babesia microti is a tick-borne red blood cell parasite that causes babesiosis in people. Its most common vertebrate reservoir is the white-footed mouse. To determine whether B. microti invades reticulocytes, as does the canine pathogen B. gibsoni, we infected the susceptible inbred mouse strains C.B-17.scid and DBA/2 with a clinical isolate of B. microti. Staining of fixed permeabilized red blood cells with 4′,6′-diamidino-2-phenylindole or YOYO-1, a sensitive nucleic acid stain, revealed parasite nuclei as large bright dots. Flow cytometric analysis indicated that parasite DNA is primarily found in mature erythrocytes that expressed Babesia antigens but not the transferrin receptor CD71. In contrast, CD71-positive reticulocytes rarely contained Babesia nuclei and failed to express Babesia antigens. Accordingly, the frequency of YOYO-1-positive, CD71-negative cells strongly correlated with parasitemia, defined as the frequency of infected red blood cells assessed on Giemsa-stained blood smears. Importantly, the absolute numbers generated by the two techniques were similar. Parasitemia was modest and transient in DBA/2 mice but intense and sustained in C.B-17.scid mice. In both strains, parasitemia preceded reticulocytosis, but reticulocytes remained refractory to B. microti. In immunocompetent C.B-17 mice, reticulocytosis developed early, despite a marginal and short-lived parasitemia. Likewise, an early reticulocytosis developed in resistant BALB/cBy and B10.D2 mice. These studies establish that B. microti has a tropism for mature erythrocytes. Although reticulocytes are rarely infected, the delayed reticulocytosis in susceptible strains may result from parasite or host activities to limit renewal of the mature erythrocyte pool, thereby preventing an overwhelming parasitemia.


2010 ◽  
Vol 53 (3) ◽  
pp. 575-582 ◽  
Author(s):  
Jacques Natan Grinapel Frydman ◽  
Adenilson de Souza da Fonseca ◽  
Vanessa Câmara da Rocha ◽  
Monica Oliveira Benarroz ◽  
Gabrielle de Souza Rocha ◽  
...  

This work evaluated the effect of in vitro and in vivo treatment with ASA on the morphology of the red blood cells. Blood samples or Wistar rats were treated with ASA for one hour. Blood samples or animals treated with saline were used as control group. Blood smears were prepared, fixed, stained and the qualitative and quantitative morphology of red blood cells were evaluated under optical microscopy. Data showed that the in vitro treatment for one hour with ASA at higher dose used significantly (p<0.05) modified the perimeter/area ratio of the red blood cells. No morphological alterations were obtained with the in vivo treatment. ASA use at highest doses could interfere on shape of red blood cells.


1955 ◽  
Vol 46 (3) ◽  
pp. 531-538 ◽  
Author(s):  
B. Weitz ◽  
C. H. N. Jackson

Blood smears from 378 examples of Glossina morsitans Westw. from the Daga-Iloi fly-round were tested by serological methods, including a new test involving the inhibition of agglutination of tanned red blood cells.About half the feeds were derived from wart-hog or bushpig, though these apparently formed only some ten per cent, of the ungulate mammals present.


2008 ◽  
Vol 51 (spe) ◽  
pp. 143-149 ◽  
Author(s):  
Mônica Oliveira Benarroz ◽  
Gabrielle de Souza Rocha ◽  
Márcia Oliveira Pereira ◽  
Mauro Geller ◽  
Adenilson de Souza da Fonseca ◽  
...  

The aim of this study was to evaluate the effect of in vivo treatment with an aqueous cinnamon extract on the labeling of blood constituents with 99mTc and on the morphology of red blood cells from Wistar rats. Animals were treated with cinnamon extract at different doses and for different periods of time. As controls, animals treated with 0.9% NaCl. Labeling of blood constituents with 99mTc was performed. Plasma, blood cells and insoluble fractions were isolated. Radioactivity in each fraction was counted and the percentage of radioactivity (%ATI) was calculated. Also, blood smears were prepared to morphological analysis of red blood cells from. Data showed that in vivo cinnamon extract did not significantly (p>0.05) modify the %ATI of blood constituents and morphology of red blood cells. The results suggest that in vivo aqueous cinnamon could not affect the membrane structures involved in transport of ions or the oxidation state of stannous and pertechnetate ions.


2017 ◽  
Vol 5 (5) ◽  
pp. 221-231
Author(s):  
Muhamed Katica ◽  
Nedzad Gradascevic

The laboratory rat, as important biomedical model, was often fed with unconventional diet usually made up of products from the bakery industry. Such diet consisted of insufficient caloric and nutritionally unbalanced meals could cause unreliable results in biomedical research. The study investigates the effects of malnutrition on the haematological profile of rats. The study is performed on Wistar male and female rats which were fed for 4 weeks exclusively with bakery products ad libidum. The following hematological parameters were observed in peripheral blood smears: red blood cell count, content of haemoglobin, haematocrit, MCV, MCH, MCHC, white blood cell count, differential blood count, diameter of red blood cells, as well as the presence of atypical forms of red blood cells. Despite there were no statistically significant differences in overall haematological results (p > 0.05, with > 0.05), the significant part of obtained results were below physiological limits (HGB, MCHC and MCH). Other haematological parameters, including white blood corpuscles were kept in physiological limits, except for mild neutrophils in males. Also, the forms of anulocytes and spherocytes were recorded in peripheral blood smears. The results indicated the beginning of normocytic hypochromic anaemia which was caused by unbalanced meals.


2018 ◽  
Vol 12 (12) ◽  
pp. 65
Author(s):  
Manar Rizik Al-Sayyed ◽  
Faten Hamad ◽  
Rizik Al-Sayyed ◽  
Hussam N. Fakhouri

Recent years have witnessed a huge revolution in developing automated diagnosis for different diseases such as cancer using medical image processing. Many researchers have been conducted in this field. Analyzing medical microscopic images provide pathology medical track with large information about the status of the patients and the progress of the diseases and help in detecting any pathological changes in tissues. Automation of the diagnosis of these images will lead to a better, faster and enhanced diagnosis for different hematological and histological images. This paper proposes an automated approach for analyzing blood smear microscopic images to help in diagnosing anemia using quantitative analysis of red blood cells in intestine villi tissue. The diagnoses depends on counting the number of blue and red stained blood cells that contain iron in each villi separately, then, it calculates the percentage of blue cells and red cells in the experimented image. The experimental results have shown that using digital image processing techniques through processing the image into different stages as including noise removal, image sharpening, enhancing contrast, find region of interest, isolating color, removing edges, and counting cells leads to a successful outcome and the diagnose of anemia.


Blood ◽  
1965 ◽  
Vol 25 (2) ◽  
pp. 218-223 ◽  
Author(s):  
L. W. DIGGS ◽  
ANN BELL

Abstract On 70 per cent of the blood smears from 60 cases of electrophoretically proven sickle cell-hemoglobin C disease, there is observed a misshapen erythrocyte that contains condensed hemoglobin crystals which are dark-hued, homogeneous and elongated and which have parallel sides with one end terminating in a pyramid or rounded shape. A red blood corpuscle may have multiple protuberances at varying angles to each other. The incidence of intracellular hemoglobin crystals was found to be 0-24 per 1000 red blood cells with an average of 3.2/1000. Recognition of this unusual morphology is presumptive evidence of sickle cell-hemoglobin C and warrants examination by electrophoretic procedures.


2016 ◽  
Vol 11 (1) ◽  
pp. 270-279 ◽  
Author(s):  
Panagiotis Berillis ◽  
Eleni Mente ◽  
Eleni Nikouli ◽  
Pavlos Makridis ◽  
Henrik Grundvig ◽  
...  

AbstractAn air diffusion based system (Airx) was developed to control the dissolved oxygen levels in aquaculture sea cages. The system was introduced and then tested for 37 days in a sea bass sea cage (aerated cage). A second sea bass sea cage, without the AirX, was used as a control. Oxygen levels were measured in both cages at the start of the trial, before the AirX system was introduced, and during the working period of the AirX system. Fish samples were collected 15 days after the AirX system was introduced and at the end of the experiment. Blood smears were prepared and examined microscopically. Erythrocyte major axis, minor axis and area of fish erythrocytes were measured. Leucocyte differentiation was also examined. In the control cage, the fish had significantly larger red blood cells when compared with the red blood cells of the fish in the aerated cage. Histological examination of the gills and brain revealed no morphological differences or alterations between the two groups of fish. This study demonstrated that an air diffuser system could improve the water quality of fish farmed in sea cages and enhance sea bass physiological performance, especially if DO levels fall below 60% oxygen saturation.


2018 ◽  
Author(s):  
Hani Abdelsalam ◽  
Mohammed Elywa

This study aimed to highlight the influence of exposure to different applied magnetic fields (MFs) on SOD, MDA and GSH levels in the liver, LDH and CPK activities in the muscle and γ-aminobutyric acid levels in the brain, as well as some haematological parameters. Adult male albino Swiss mice were divided into 5 equal groups (n = 6), the control group (untreated) and four exposure groups that were exposed to MFs of 20, 40, 60 and 80 Gauss for 5 min/day for 5 days.: Exposure to MFs induced significant decreases in total GSH levels and SOD activity but a significant increase in MDA levels in the liver. By contrast, SMF exposure significantly increased total LDH and total CPK activities in the muscle. The results revealed a significant increase in GABA levels in the brain, as well as decreases in haemoglobin, haematocrit, and red blood cell counts, in addition to platelet counts, after exposure to 20, 40, 60 and 80 Gauss MFs. After exposure to a 40 Gauss MF, the mice showed pathological changes in red blood cells, including changes to the outer membrane of the red blood cells (micronucleus and a serrated edge, with a mild incidence of echinocytes). In the group exposed to a 60 Gauss MF, examination of blood smears clearly showed changes in cell size, with the emergence of abnormal forms, including many areas with no red blood cells (rouleaux formation). With increasing intensity of exposure (80 Gauss), the red blood cells appeared completely different from their natural form and took the form of ovalocytes and bi-micronucleated erythrocytes, which appear in patients with anaemia.: MF exposure caused different metabolic and haematological effects, which appeared to be related to the intensity of SMF exposure. The changes in the biochemical parameters of SMF-exposed mice probably reflect hepatic damage and anaemia caused by kidney failure. Further studies are needed to obtain a better understanding of the effects of MF on biological systems.


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