The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples

INTRODUCTION: Most important differential diagnosis for microcytosis and hypochromia is beta thalassemia trait (BTT) and iron deficiency anemia. AIM: To study the utility of discriminant functions (DFs) and red cell indices in distinguishing BTT and iron deficiency anemia. METH...

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Main Authors: Ashwani Kumar, Debarshi Saha, Jyoti Kini, Nirupama Murali, Shrijeet Chakraborti, Deepa Adiga
Format: Article
Language:English
Published: Thieme Medical and Scientific Publishers Pvt. Ltd. 2017-07-01
Series:Journal of Laboratory Physicians
Subjects:
Online Access:http://www.thieme-connect.de/DOI/DOI?10.4103/0974-2727.208256
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spelling doaj-38cb8788cbc5438b89825cb37fbefbc12020-11-25T02:54:32ZengThieme Medical and Scientific Publishers Pvt. Ltd.Journal of Laboratory Physicians0974-27270974-78262017-07-0190319520110.4103/0974-2727.208256The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samplesAshwani Kumar0Debarshi Saha1Jyoti Kini2Nirupama Murali3Shrijeet Chakraborti4Deepa Adiga5Department of Pathology, Kasturba Medical College, Mangalore, Karnataka, IndiaDepartment of Pathology, Kasturba Medical College, Mangalore, Karnataka, IndiaDepartment of Pathology, Kasturba Medical College, Mangalore, Karnataka, IndiaDepartment of Pathology, Kasturba Medical College, Mangalore, Karnataka, IndiaDepartment of Pathology, Kasturba Medical College, Mangalore, Karnataka, IndiaDepartment of Pathology, Kasturba Medical College, Mangalore, Karnataka, IndiaINTRODUCTION: Most important differential diagnosis for microcytosis and hypochromia is beta thalassemia trait (BTT) and iron deficiency anemia. AIM: To study the utility of discriminant functions (DFs) and red cell indices in distinguishing BTT and iron deficiency anemia. METHODS: The study is observational (cross sectional). A total of 350 patients, 43 BTT, and 307 iron-deficiency anemia reflecting actual disease prevalence were included. Their complete red blood cell parameters, hemoglobin A2, and serum ferritin level wherever required were obtained. Receiver operator characteristic curve was drawn for each DF and results compared with other studies. RESULTS: Among the six DFs, the highest sensitivity (97.7%) and specificity (98.6%) was shown, respectively, by Shine and Lal (S and L) and England and Fraser index (E and F) in identifying cases of BTT. Youden index of the Mentzer index (MI) was the highest (69.0) and S and L, the lowest (13.2) indicating MI to be the most efficient and the S and L, the least in differentiating the two entities. Red cell distribution width index (RDWI) showed the highest accuracy (91.6%), whereas S and L showed the least accuracy (29.6%). CONCLUSION: MI was the most efficient in discriminating BTT from iron deficiency anemia (IDA). RDWI stands to be the most accurate. S and L could at best be used as screening tool rather than DF. No study except one agreed with us because convenient sampling used in other studies generated bias in their results. Statistically, this study bears far more relevance than other studies because the sample distribution reflects the prevalence of IDA and BTT in the community.http://www.thieme-connect.de/DOI/DOI?10.4103/0974-2727.208256discriminant functionsengland and frazer indexmentzer indexmicrocytosisreceiver operator characteristic curveshine and lal indexyouden index
collection DOAJ
language English
format Article
sources DOAJ
author Ashwani Kumar
Debarshi Saha
Jyoti Kini
Nirupama Murali
Shrijeet Chakraborti
Deepa Adiga
spellingShingle Ashwani Kumar
Debarshi Saha
Jyoti Kini
Nirupama Murali
Shrijeet Chakraborti
Deepa Adiga
The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples
Journal of Laboratory Physicians
discriminant functions
england and frazer index
mentzer index
microcytosis
receiver operator characteristic curve
shine and lal index
youden index
author_facet Ashwani Kumar
Debarshi Saha
Jyoti Kini
Nirupama Murali
Shrijeet Chakraborti
Deepa Adiga
author_sort Ashwani Kumar
title The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples
title_short The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples
title_full The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples
title_fullStr The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples
title_full_unstemmed The role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples
title_sort role of discriminant functions in screening beta thalassemia trait and iron deficiency anemia among laboratory samples
publisher Thieme Medical and Scientific Publishers Pvt. Ltd.
series Journal of Laboratory Physicians
issn 0974-2727
0974-7826
publishDate 2017-07-01
description INTRODUCTION: Most important differential diagnosis for microcytosis and hypochromia is beta thalassemia trait (BTT) and iron deficiency anemia. AIM: To study the utility of discriminant functions (DFs) and red cell indices in distinguishing BTT and iron deficiency anemia. METHODS: The study is observational (cross sectional). A total of 350 patients, 43 BTT, and 307 iron-deficiency anemia reflecting actual disease prevalence were included. Their complete red blood cell parameters, hemoglobin A2, and serum ferritin level wherever required were obtained. Receiver operator characteristic curve was drawn for each DF and results compared with other studies. RESULTS: Among the six DFs, the highest sensitivity (97.7%) and specificity (98.6%) was shown, respectively, by Shine and Lal (S and L) and England and Fraser index (E and F) in identifying cases of BTT. Youden index of the Mentzer index (MI) was the highest (69.0) and S and L, the lowest (13.2) indicating MI to be the most efficient and the S and L, the least in differentiating the two entities. Red cell distribution width index (RDWI) showed the highest accuracy (91.6%), whereas S and L showed the least accuracy (29.6%). CONCLUSION: MI was the most efficient in discriminating BTT from iron deficiency anemia (IDA). RDWI stands to be the most accurate. S and L could at best be used as screening tool rather than DF. No study except one agreed with us because convenient sampling used in other studies generated bias in their results. Statistically, this study bears far more relevance than other studies because the sample distribution reflects the prevalence of IDA and BTT in the community.
topic discriminant functions
england and frazer index
mentzer index
microcytosis
receiver operator characteristic curve
shine and lal index
youden index
url http://www.thieme-connect.de/DOI/DOI?10.4103/0974-2727.208256
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