16 Sep, 2026 Infections

Hematological indicators for neglected tropical diseases

Hematological Indicators for Neglected Tropical Diseases

Neglected tropical diseases (NTDs) flourish in areas of poor socio-economic conditions in developing countries. However, increased international travel, armed conflicts, and environmental changes affecting vector ecology have contributed to the emergence of NTDs also in developed regions. As many parasitic infections may remain periodically asymptomatic, there is a risk of pathogen spread by unaware carriers. Accurate and rapid diagnostic testing is therefore crucial for screening, diagnosis, and monitoring of NTDs.

Background

NTDs comprise a group of conditions prevalent in impoverished regions in tropical areas (1). They are considered “neglected” due to limited resources, low prioritization on global health agendas, and a relative lack of comprehensive research (1). Knowledge on their management is often derived from case studies rather than large-scale investigations.

Causative pathogens—including viruses, bacteria, fungi, protozoa, and parasitic worms—thrive in environments with limited access to clean water, sanitation, and healthcare (1). Many are vector-borne, involve animal reservoirs, and have complex life cycles, making control efforts challenging. Co-infections with multiple NTDs within the same population further complicate diagnosis and management (2).

Available Diagnostics for NTDs

Rapid and accurate diagnosis is essential in the control of NTDs. However, clinical laboratories in low-income settings often face financial and workforce limitations (3). Microscopic examination remains the reference method in parasitology and is relatively inexpensive, but requires substantial expertise for accurate interpretation (3).

Pathogen-specific diagnostic methods such as PCR and immunoassays can provide sensitive and specific results, but their higher per-test cost may limit widespread use in endemic regions (3).

Impaired host resistance, co-infections, and pathogen-mediated suppression of inflammatory responses further complicate diagnosis. As many NTDs are associated with anemia—either through blood loss, bone marrow suppression, inflammation, hypersplenism, hemolysis, or anorexia—the prevalence of anemia has been proposed as a useful additional indicator (4). Anemia is particularly common in infections caused by soil-transmitted helminths and Schistosoma spp. (4) and can be detected using a simple blood cell count.

Anemia as an Indicator for NTDs

A complete blood count (CBC) is a low-cost and widely available laboratory test. Compact, benchtop hematology analyzers enable CBC testing even in decentralized or resource-limited settings. In addition to hemoglobin concentration for diagnosing anemia, CBC parameters can provide insights into anemia type and possible underlying mechanisms (Table 1).

Table 1. Anemia classified based on cell morphology (6, 7)

RBC morphology
Cause
Etiological factors
Typical RBC parameter values
Normochromic and macrocytic anemias

Nuclear maturation defects:
deficient chromatin
condensation and extrusion
from the cell, with low cell
division resulting in large
ovalocytes or megaloblasts.
Vitamin B12 deficiency
Vitamin B9 deficiency
Low RBC/HCT

Normal HGB/MCHC

High MCV/MCH/RDW
Normochromic and normocytic anemias
Hemolytic: increased RBC
destruction due to intra- or
extra-cellular defects.

Hemorrhagic: increased blood
loss, acute or chronic.
Hereditary spherocytosis
Liver disease
Low RBC/HGB/HCT
Hypochromic and microcytic anemias
Cytoplasmic maturation
defects: deficient hemoglobin
synthesis in the cytoplasm
Iron deficiency anemia
Thalassemia
Low HGB/MCV/MCH/MCHC

Normal RBC/HCT

High RDW

Both iron deficiency anemia (IDA) and thalassemia are manifested as microcytosis and hypochromia, with low hemoglobin concentration as a result. However, while IDA is a nutrient disorder that can be treated with iron supplementation, thalassemia is an inherited disorder that lacks management protocol and for which blood transfusion is a mainstay of treatment (9, 10). The ability to differentiate IDA from thalassemia is important, as blood hemoglobin will not be improved by iron supplementation in thalassemia patients (11). Together with determination of, for example, serum iron levels, RBC indices can be of good help (8, 11). Many formulas that include the RBC indices have been suggested to discriminate thalassemia from IDA (Table 2), of which RDW index (RDWI) followed by Mentzer index were found to provide the highest rate of correctly diagnosed patients (8, 11).

Table 2. Suggested formulas to distinguish beta-thalassemia trait (β-TT) from iron deficiency anemia (IDA) (adopted from Naizi et al. [8] and Jameel et al. [11])

Index
Formula
β-TT
β-TT IDA
Red cell distribution width
RDW
< 14
> 14
RDWI
MCV × RDW / RBC
< 220
> 220
Mentzer
MCV / RBC
< 13
< 13
England & Fraser
MCV – (5 × HGB) - RBC
< 0 (neg)
< 0 (neg)
Srivastava
MCH / RBC
< 3.8
< 3.8
Shine & Lal
MCV × MCV × MCH / 100
< 1530
< 1530
Green & King
MCV × MCV × RDW / (HGB × 100)
< 72
< 72
Ricerca
RDW / RBC
< 3.3
< 3.3

Complete blood count in diagnosis of NTDs

Beyond anemia-related parameters, CBC testing yields information related to inflammation and infection. Dengue fever, for example, is commonly associated with thrombocytopenia. Neutrophilia may be observed in acute bacterial or viral infections (e.g., rabies), while eosinophilia may suggest nematode or cestode infections, acute schistosomiasis, or filariasis (5, 12).

A summary of hematological findings reported in the literature for selected NTDs is presented in Table 3.

Table 3. Hematological implications for neglected tropical diseases caused by infections (1, 13–25)

Disease
Pathogen
Transmission
Manifestation
Hematology implications
Comment
Incubation period
Buruli ulcer
Bacteria (Mycobacterium ulcerans)
Not known
Begins with a painless nodule or papule in the skin
Normal
Mycolactone-suppression of inflammatory mediators such as WBC sub-groups
Chagas disease
Protozoan parasite (Trypanosoma cruzi)
Vector-borne (triatomine bug)
Food-borne Congenital (pregnancy, birth
Through blood/blood products Organ transplantation
Laboratory accidents

Often asymptomatic
Leukocytosis Lymphocytosis
Anemia
Normocytic, normochromic anemia
Chromoblastomycosis
Fungi (e.g., Fonsecaea pedrosoi, Fonsecaea monophora, Cladophialophora carrionii)
Infected skin injury
Wart-like lesions
Normal
Dengue
Virus (genus Flavivirus)
Mosquito bites
Hemorrhage
Neutropenia
Thrombocytopenia
Chikungunya
Virus
Mosquito bites
Rash, joint pain
Lymphopenia
Dracunculiasis
Parasitic worm (Dracunculus medinensis)
Contaminated drinking water
Ulcer
Anemia
Intestinal
1 year
Echinococcosis
Parasitic worms (tapeworms, genus Echinococcus)
Contaminated food
Cysts, often in liver and lungs, containing watery fluid
Eosinophilia
Anemia
Intestinal
Foodborne trematodiases
Parasitic worms (flatworms, e.g., Clonorchis sinensis, Opisthorchis viverrini,
O. felineus, Fasciola hepatica,
F. gigantica, Paragonimus spp)
Raw fish, aquatic vegetables
Initially, often asymptomatic
Eosinophilia
Human African trypanosomiasis (HAT)
Protozoan parasite (genus Trypanosoma)
Tsetse fly bites
Local reaction (trypanosomal chancre)
Leukocyte count in cerebrospinal fluid (CSF)
Anemia
Disease staging and monitoring of treatment efficacy (> 5 WBC/µL in CSF)
Gambiense HAT: 18 months
Rhodesiense HAT: < 3 weeks
Leishmaniasis
Protozoan parasite (genus Leishmania)
Sandfly bites
Ulcer
Lymphocytosis
Leprosy
Bacteria (Mycobacterium leprae)vvvv
Droplets from the nose and mouth
Akin lesions
Lymphocytosis
Lymphatic filariasis
Parasitic worms (Wuchereria bancrofti,
Brugia malayi,
Brugia timori)
Mosquito bites
Tissue swelling
Eosinophilia
Mycetoma
Different species of fungi (eumycetoma) or bacteria (actinomycete)
Infected skin injury
Hard swelling, discharging sinuses and grains
Eumycetoma:
Normal

Actinomycosis:
Leukocytosis
Neutrophilia
Noma
Non-specific polymicrobial organisms
Gum injury
Initial soft tissue lesion (a sore) of the gums
Leukocytosis
Neutropenia
Anemia
Onchocerciasis
Parasitic worm (nematode, Onchocerca volvulus)
Black fly bites
Decrease in visual acuity, narrowing of the visual field
Eosinophilia
Blood cell count-derived ratios for differential diagnosis
Rabies
Virus (genus Lyssavirus)
Zoonotic (e.g., dog bite)
Early symptoms, e.g., itching, pain around site of exposure
Neutrophilia
Immature neutrophils in circulation.
2–3 months
Scabies
Parasitic mite (Sarcoptes scabiei hominis)
Skin-to-skin contact
Itching, skin lesions
Eosinophilia
Blood cell count-derived ratios for differential diagnosis
Schistosomiasis
Parasitic worms (trematodes, e.g., Schistosoma haematobium, Schistosoma mansoni, Schistosoma japonicum)
Skin contact with infested water
Early symptoms, e.g., itching, allergic, gastrointestinal
Eosinophilia Anemia
Soil-transmitted helminthiases
Parasitic worms, e.g., roundworms (Ascaris lumbricoides), whipworms (Trichuris trichiura), hookworms (Necator americanus and Ancylostoma duodenale)
Contaminated food and drinking water
Diarrhea, abdominal
pain
Anemia
Intestinal
Taeniasis/cysticercosis
Parasitic worm (tapeworm, Taenia solium)
Contaminated food
Often asymptomatic
Eosinophilia
Trachoma
Bacteria (Chlamydia trachomatis)
Contaminated hands, cloths, and flies
Respiratory infection
Eosinophilia
Yaws
Bacteria (Treponema pallidum)
From person to person through minor injuries
Hard swelling, ulcer
Anemia
Thrombocytopenia Either leukopenia or leukocytosis. Monocytosis is common.
Evidence of Coombs-negative hemolytic anemia or a leukemoid reaction may be present

Enhancing the outreach of diagnostic testing

Enhancing the Outreach of Diagnostic Testing

NTDs are primarily endemic in rural areas, conflict zones, and hard-to-reach regions (1). Early diagnosis is essential but depends heavily on the availability of diagnostic infrastructure (3). Initiatives aimed at expanding diagnostic outreach are therefore critical.

Science House Medicals, Boule’s distribution partner based in Bhopal, India, provides diagnostic services to government healthcare facilities. Through a public–private partnership, Science House Medicals was awarded a hub-and-spoke laboratory project by the government of Madhya Pradesh (26).

Under this model, 324 hub laboratories and 1690 spoke centers serve both urban and rural areas, ensuring geographic access approximately every 7.5 km. Blood samples collected at spoke centers are transported by motorcycle or drone to hub laboratories for analysis (Fig. 1). Results are returned via LIS/HIS connectivity, with a turnaround time of approximately 1–1.5 hours.

 

Blood collected at spoke centers is getting tested on a Swelab™ Alfa Plus hematology analyzer at one of the hub laboratories.
Fig 1. Blood collected at spoke centers is getting tested on a Swelab™ Alfa Plus hematology analyzer at one of the hub laboratories.

 

Q-Line Biotech, Boule’s distribution partner based in Lucknow, India, has received many honorary awards for contributions to improving public health in India (27). One of the later initiatives is mobile vans for coronavirus virus testing with 24-hour report turnaround time, to support RT-PCR investigation of SARS CoV 2 virus spread out in the villages (Fig 2).

Mobile vans for coronavirus virus testing.
Fig 2. Mobile vans for coronavirus virus testing.

Reliable Equipment Performance a Prerequisite

Hematology systems intended for decentralized testing pose specific engineering challenges (28). Instruments must be robust, require minimal maintenance, and remain reliable in environments where technical support may be distant. At the same time, systems must be cost-efficient and user-friendly, while delivering laboratory-quality results.

Fluidic System – The Heart of Automated Hematology Analysis

Although automated hematology analyzers are designed for ease of use, the underlying technology is complex. Multiple analytical methods operate in parallel to generate a complete blood count. The fluidic system plays a central role in analyzer performance, requiring precise control of pressurized fluids (29).

Piston-Driven Flow Control Versus Flow Control Using Air and Vacuum Pumps

One approach to fluidic control is piston-driven systems, which offer low liquid circuit volume and reduced reagent consumption. However, these systems may require frequent cleaning to prevent clogging due to protein buildup.

In contrast, flow control based on air and vacuum pumps emphasizes robustness and reduced mechanical complexity, lowering maintenance requirements and supporting higher instrument uptime.

The Importance of Precise Sample Aspiration

Sample aspiration is a critical factor influencing measurement accuracy. Two commonly used aspiration methods are micro-pipette aspiration and shear-valve aspiration, each with specific advantages.

Micro-pipette aspiration allows for small sample volumes, but minor volume deviations can significantly affect result accuracy. The method also requires sealed micro-dilutors and moving components, which may increase maintenance needs.

Shear-valve aspiration uses blood sensors to cut a precise volume transferred into a closed mixing chamber. This approach supports consistent sample volumes, reduces calibration frequency, and minimizes exposure to dust and impurities.

Hematology Solutions Designed for Decentralized Testing

Differences between hematology analyzers may not be immediately apparent from technical specifications or routine qualification procedures. Understanding the design principles behind different systems can therefore support informed decision-making when selecting analyzers for clinical use.

Boule hematology systems are designed for use in small hospitals and primary care laboratories (Fig. 3). Closed fluidic systems and automated cleaning procedures support reliable performance with reduced maintenance needs, contributing to high system availability.

“A blood count is a reliable, low-cost, and immediate reading test that helps us in the screening of people suspected of being infected by SARS-COV-2, and it is one of the first filters we use in decision-making”, says Dr. Fernando Bonilla, Clinical Microbiologist at Permanent Contingency Commission, Triage Center Honduras (30).

“With Swelab Alfa Plus, we have a highly reliable instrument, easy to use, with an autoloader for the automated handling of a significant number of samples, and with the capillary blood functionality for urgent cases that require an immediate count and where a tube of venous blood sample is not necessarily available. In such cases, we can use a drop of blood from the patient’s finger to obtain a hemogram with 22 parameters in one minute.”

Dr. Bonilla uses a Swelab Alfa Plus analyzer
Fig 3. Dr. Bonilla uses a Swelab Alfa Plus analyzer equipped with space-saving automation wheels to cope with high workloads, and with the MPA inlet that reports a full CBC from a finger-stick sample in about one minute.

 

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