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Research Article | Volume 15 Issue 7 (July, 2025) | Pages 291 - 295
A Comparative Study of Hematology Parameters Determined by Manual and Automated Method in the Diagnosis of Anemia
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1
Assistant Professor, Department of Pathology, Al Azhar Medical College and Super-Specialty Hospital Ezhalloor, Kumaramangalam, Thodupuzha – 685605, India.
2
Associate Professor, Government medical college, Thiruvananthapuram 695001, India.
3
Professor and Head, Department of Forensic Medicine, Al Azhar Medical College and Super-Specialty Hospital Ezhalloor, Kumaramangalam, Thodupuzha – 685605, India
4
Assistant Professor, Department of Pathology, Al Azhar Medical College and Super-Specialty Hospital Ezhalloor, Kumaramangalam, Thodupuzha – 685605, India
5
Assistant Professor, Department of Pathology, Al Azhar Medical College and Super-Specialty Hospital Ezhalloor, Kumaramangalam, Thodupuzha - 685605, India
Under a Creative Commons license
Open Access
Received
April 9, 2025
Revised
May 20, 2025
Accepted
June 14, 2025
Published
July 15, 2025
Abstract

Introduction: Manual methods are low cost but labor intensive and peripheral smear examination alone carries disadvantages of interobserver variation and increased turnaround time. Hence it is important to compare the values generated by the automated method with findings of peripheral smear which will supplement each other in the diagnosis of anemia.  Objectives: To compare the hematology parameters determined by manual and automated method in the diagnosis of anemia. Materials and Methods: First 200 EDTA blood samples with. Hb<12gm/dl by automated method were included in the study population. After morphological categorization of anemia by peripheral smear, it was compared with values generated by automated hematology analyser Sysmex XS Series. The values generated by manual and automated method were then compared. Results: On Automated analysis 44 cases were Microcytic hypochromic, of which 42 cases (95.5%) were microcytic on peripheral smear and 2 cases (4.5%) were normocytic. Out of 14 macrocytic anemia by automated method, all were macrocytic in peripheral smear also. On statistical analysis p value was found to be less than 0.0001 according to chi square test implying significant association between parameters obtained by manual and automated method. Kappa Measure of Agreement between manual and automated method was 0.87 with a p value <0. 0001.So, there was statistically almost perfect agreement. Conclusion: Our study showed a significant association between the values generated by automated method and peripheral smear with an almost perfect agreement between two methods. Thus, the values generated by automated method is useful for the initial diagnosis of anemia and can be used as a screening tool for large population

Keywords
INTRODUCTION

Anemia has now become a public health problem worldwide. A study among rural population in India showed that anemia was highest among young adults and elderly (42%) and lowest among children (8.69%)1. Anemia is also a major threat among antenatal population. It can lead to many complications like premature birth and low birth weight. Anemia is a morbid condition that affects people of all age groups and iron deficiency remains as a major threat to global health.

 

Manual methods are generally low cost but they are labour intensive. Inspite of the high capital cost, automated methods ensure rapid performance rates and also permits testing of large volume of samples with a small number of laboratory workers. Hemoglobin concentration may be estimated by colourimetric method, specific gravity, iron content or by oxygen combining capacity. The packed cell volume (PCV) can be used as a simple screening test for anaemia, as a reference method for calibrating automated blood count systems, and as a rough guide to the accuracy of haemoglobin measurements. Morphology of RBC can be assessed by examining peripheral smear which helps in the morphologic classification of aneimia as normocytic normochromic, macrocytic, microcytic hypochromic and dimorphic.2

 

Now these parameters are determined by electronic cell counters and Hb analyzers. Most of the current analyzers generate Hemoglobin, RBC count, PCV, MCV, MCH, MCHC and red cell distribution width (RDW). RDW is a quantitative measure

 

of the variation in red cell size3. RBC histogram is also an integral part of automated analysis which in association with RBC indices, hematocrit and RBC distribution width provides major clues in the diagnosis and management of red cell disorders4.

 

Manual examination of smear alone is time consuming and suffers inter observer variations5. Also detailed peripheral smear examination is not useful in differentiating conditions with similar smear findings such as iron deficiency anemia, beta thalassemia minor and anemia of chronic disease6. Review of smear along with a CBC print out generated by automated analyzer helps to make an accurate diagnosis in such cases. In addition there could be flags that are messages provided by the hematology analyzers indicating the presence of certain abnormalities that can be reviewed by manual smear examination

 

Automated hematology analyzers provide accurate and precise RBC count, red cell indices indicating size and distribution of RBC and abnormalities in any of these parameters will be generated as flags by the machine.7

The rate of smear review could also be brought down from 7.2% to 2.6% by proper clinical data in addition to CBC thereby reducing the turn around time for results by doing automated CBC count alone without an observable loss in diagnostic efficacy.

 

However despite high precision and accuracy of hematology analyzers, manual slide review is still necessary for identifying some abnormalities. Peripheral smear examination should be done as a supplement to automated CBC and the evaluation provides a synopsis of essentially all other hematology parameter values and assurance of the accuracy of values obtained by other methods. Hence each laboratory should set its own criteria to decide when to perform a manual smear review and optimize them to maximize efficiency.

Consecutive peripheral smear examination and automated complete blood counts complement each other for providing a comprehensive report.

 

The present study is an attempt to compare the manual methods with the automated methods in the diagnosis of anemia.

MATERIALS AND METHODS

This study is a descriptive study that was done for a period of one and a half years, at Government Medical College, Alappuzha, after getting ethical clearance. Patient data was collected on the basis of clinicians requisition form accompanying the blood samples sent to the Dept. of Pathology Hence study was eligible for consent waiver according to ethical committee. Sample size was fixed at 200.First 200 EDTA blood samples with Hb<12gm/dl by automated method was included in the study population. Hemoglobin was then estimated by Sahli’s method. Smears were then examined under microscope and RBCs were morphologically categorized into Normocytic, Microcytic and Macrocytic.

After morphological categorization of anemia by peripheral smear, it was compared with values generated by automated hematology analyser Sysmex XS Series namely MCV, MCH, MCHC, RDW and RBC histogram. The values generated by manual and automated method were then compared. Statistical analysis was done using SPSS software.

MATERIALS AND METHODS

The sex distribution of anemia was found to be equal in our study.

Out of the total 200 peripheral blood smears examined, 134 cases (67%) were normocytic normochromic anemia, 52 cases (26%) were microcytic hypochromic anemia and 14 cases (7%) were macrocytic anemia.

On comparing findings of peripheral smear with parameters of automated method, the following results were obtained

Table 10: Comparison of morphological typing of anemia by manual and automated method

  Automated

Manual method

 

Normocytic Anemia

Microcytic Anemia

Macrocytic Anemia

 

Automated method

Normocytic Anemia

Frequency

132

10

0

142

%

93.0%

7.0%

0.0%

100.0%

Microcytic Anemia

Frequency

2

42

0

44

%

4.5%

95.5%

0.0%

100.0%

Macrocytic Anemia

Frequency

0

0

14

14

%

0.0%

0.0%

100.0%

100.0%

 

Total

Frequency

134

52

14

200

 

 

%

67.0%

26.0%

7.0%

100.0%

 

On Automated analysis, following results were obtained

Out of the total 142 normocytic normochromic anemia, only 132 cases (93%) were normocytic on peripheral smear examination and 10 cases (7%) were microcytic

On Automated analysis 44 cases were Microcytic hypochromic, of which 42 cases (95.5%) were microcytic on peripheral cases and 2 cases (4.5%) were normocytic

Out of 14 macrocytic anemia by automated method, all were macrocytic in peripheral smear also.

On statistically analysis p value was found to be less than 0.0001 according to chi square test implying significant association between parameters obtained by manual and automated method.

Kappa Measure of Agreement between manual and automated method was 0.87 with a p value <0.0001.So there was statistically almost perfect agreement.

 

Figure 1: Normocytic Normochromic Anemia

 

Figure 2: Microcytic Hypochromic Anemia

 

Figure 3: Macrocytic Anemia

 

Figure 4: Macrocytic Anemia with hypersegmented neutrophil

DISCUSSION

Anemia is a major public health problem worldwide. Measurement of any of the three parameters namely haemoglobin, haematocrit and RBC counts can be used to detect the presence of anemia along with morphological characterisation of anemia by examining peripheral smear.

 

Now these parameters are determined by automated method. Electronic cell counters generate red cell indices and red cell histogram providing an idea about morphology of RBCs. Peripheral smear findings are usually correlated with complete blood counts by automated analyser.

 

Automated values can provide a clue regarding the morphology of anemia and thus can serve as an important screening tool especially when a large population is screened for anemia. Thus it is important to know the utility of automated analyser and to correlate peripheral smear findings and automated values.

 

Automated hematology analyzers provide accurate and precise RBC count, red cell indices indicating size and distribution of RBC and abnormalities in any of these parameters will be generated as flags by the machine7.

 

Samuel Ricardo Comar et al. in their study discussed the importance of automated hematology analyzers and aimed at developing a screening criteria for manual blood smear examination thereby reducing the number of automated blood counts requiring manual blood smear examination thereby reducing the human interaction and the delay in results8. The rate of smear review could also be brought down from 7.2% to 2.6% by proper clinical data in addition to CBC thereby reducing the turnaround time for results by doing automated CBC count alone without an observable loss in diagnostic efficacy9.

 

Cell counters have now become a vital part in medical laboratory services improving efficacy and decreasing cost.

 

Histogram is used as a visual aid along with peripheral smear for assessing morphological changes. Histogram displays morphological changes as peaks, points or valleys thus leading to a quick and cost-effective diagnosis.

 

RBC histogram will provide a diagnostic hint and is a powerful screening tool and is supplementary to peripheral smear examination for correct diagnosis of RBC disorder. RBC histogram along with other CBC parameters especially MCV and RDW is very useful in diagnosis and management of various RBC disorders. A comparative study of red cell histogram along with CBC parameters and peripheral smear by Sarita Choudhary et al. showed high concordance in typing of anemia by peripheral smear and automated method10.

 

However, despite high precision and accuracy of hematology analyzers, manual slide review is still necessary for identifying some abnormalities. Peripheral smear examination should be done as a supplement to automated CBC and the evaluation provides a synopsis of essentially all other hematology parameter values and assurance of the accuracy of values obtained by other methods. Hence each laboratory should set its own criteria to decide when to perform a manual smear review and optimize them to maximize efficiency.

In his study, Gene Gulati et al. concluded that blood smear evaluation along with complete blood count is essential to ensure that no clinically significant finding is missed11.

 

Another study by Mauro Buttarello et al. also concluded that though automation is essential in modern hematology laboratory, a microscopic control of the sample is also needed for diagnosis. Knowledge about the hematology analyser in use is also essential so as to know its limitations which will help in correct interpretation of results12.

 

Consecutive peripheral smear examination and automated complete blood counts complement each other for providing a comprehensive report.

In a study conducted by Shruti Singla et al. showed that relationship between histogram pattern and peripheral smear findings in dimorphic anemia pose certain queries regarding the validity of histograms and hence peripheral smear examination along with values generated by automated method is essential for diagnosing hematological disorders13.

 

So, RBC histogram combined with red cell indices are useful tools to guide the technicians to know which case actually needs peripheral smear review by experts and also provide a diagnostic clue towards morphological categorization of anemia.

CONCLUSION

It is very clear from the present study that the automated results are comparable with the manual methods used in the diagnosis of anemia. Automated method reduces workload and turnaround time and thus save time. However, the amount of extra information gathered from a peripheral smear examination cannot be overlooked. So automated methods should not completely replace peripheral smear examination. In addition, there could be flags that are messages provided by the hematology analyzers indicating the presence of certain abnormalities that should be reviewed by manual smear examination. Hence for a meaningful interpretation of CBC print out, peripheral smear examination is also essential. Hence peripheral smear examination along with CBC parameters provides a better approach in the diagnosis of anemia.

REFERENCES
  1. Gupta SK, Agarwal SS, Kaushal R, Jain A, Gupta VK, Khare Prevalence of Anemia among rural population living in and around of rural health and training center, Ratua Village of Madhya Pradesh. Muller J Med Sci Res 2014;5:15-8
  2. Bain B, Bates I,Laffan M,Lewis S,Dacie J.Dacie and Lewis Practical Hematology; Philadelphia,10th edition,pg 26
  3. Greer J,Wintrobe M;Wintrobe's Clinical Hematology; Philadelphia,Pa..Lippincott Williams & Wilkins;2009;12th edition,pg 2 - 3 & 779.
  4. Sandhya I, Muhasin P. Study of RBC Histogram in various anemias. J of Evol of Med and Den Sci 2014;3 (74),15521-34
  5. Shrivastava A, Shah N, Goyal S, Shah C. RBC histogram: Utility in diagnosis of various anemia. Int J of Clin and Diag Pat 2019;2(1):14-17.
  6. Harrington AM, Ward PC, Kroft S Iron deficiency anemia, beta-thalassemia minor and anemia of chronic disease. A morphologic reappraisal. Am J Clin Pathol 2008; 129:466–71
  7. Pratumvinit B, Wongkrajang P, Reesukumal K, Klinbua C, Niamjoy P. Validation and Optimization of Criteria for Manual Smear Review Following Automated Blood Cell Analysis in a Large University Hospita Archives of Path & Laboratory Med. 2013;137(3):408-414.
  8. Comar S, Malvezzi M, Pasquini R. Evaluation of criteria of manual blood smear review following automated complete blood counts in a large university hospita Revista Brasileira de Hematologia e Hemoterapia. 2017;39(4):306-317.
  9. International Consensus Group for Hematology Review, International Society for Laboratory Hematology. Suggested criteria for action following automated CBC and WBC differential analy Available at: http://www.islh. org/2004/ Committees/ConsensusGroup/CGICGHREview. htm. Accessed March 17, 2009.
  10. Choudhary S, Bordia S, Choudhary K. A Comparative Study of Red Cell Histogram along with CBC parameters and Peripheral Blood Smear in Various Anemia Indian J of Basic and App Med Res. 2018;8(1
  11. Gulati G, Song J, Florea AD, Ging J.Purpose and criteria for blood smear scan, blood smear examination and blood smear revie Ann Lab Med 2013;33:1e7.
  12. Buttarello M, Plebani M. Automated blood cell c Am J Clin Pathol 2008;130:104–16.
  13. Singla S, Bedi S, Joshi Comparative study of anemia cases based on peripheral blood smears and cell counter generated red cell indices. MedPulse - Int Med J. 2017;4(1).
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