Evidence map›Paper›PMID 42262676›Full record

ReviewDiscover oncology2026

Diagnostic and health system constraints in pediatric hematologic malignancies in East Africa and implications for WHO classification reconsidering in limited resource settings.

Terry Vik, Steven Kussick, Eda Holl, Samuel Boova, Teresa Lotodo, Nicholas Kigen, Tyler Severance, LaToya Montgomery

Abstract readReview
In one paragraph

Review in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Terry VikDivision of Pediatric Hematology Oncology, Indiana University (IU) School of Medicine and School of Education, Indianapolis, IN, USA.
Steven KussickThe Burkitt's Lymphoma Fund for Africa (BLFA), Seattle, USA.
Eda HollBeckman Coulter Incorporated and Medical and Scientific Affairs/Beckman Coulter Life Sciences, 5350 Lakeview Pkwy S Drive, Indianapolis, IN, 46268, USA.
Samuel BoovaBeckman Coulter Incorporated and Medical and Scientific Affairs/Beckman Coulter Life Sciences, 5350 Lakeview Pkwy S Drive, Indianapolis, IN, 46268, USA.
Teresa LotodoMoi University School of Medicine and Moi Teaching and Referral Hospital (MTRH), Eldoret, Kenya.
Nicholas KigenMoi University School of Medicine and Moi Teaching and Referral Hospital (MTRH), Eldoret, Kenya.
Tyler SeveranceUniversity of Missouri, Columbia, USA.
LaToya MontgomeryBeckman Coulter Incorporated and Medical and Scientific Affairs/Beckman Coulter Life Sciences, 5350 Lakeview Pkwy S Drive, Indianapolis, IN, 46268, USA. lmontgomery02@beckman.com.ORCID https://orcid.org/0009-0009-6659-2524

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purpose of the reviewPediatric hematologic malignancies, particularly leukemia and lymphoma, represent a major and growing contributor to childhood cancer mortality in low- and middle-income countries (LMICs). In sub-Saharan Africa, more than 100,000 children develop cancer annually, with survival rates estimated at 20-30%, compared with over 80% in high-income countries, largely due to delayed diagnosis and limited access to specialized care. This narrative and conceptual review, informed by prior empirical work conducted in Kenya and Uganda, examines challenges in implementing World Health Organization (WHO) hematologic malignancy classification frameworks in pediatric care settings in East Africa. Specifically, our research has revealed that cancer classification in this region, beyond the conventional binary of benign versus malignant status for the relevant clinical sample, in many instances requires relatively high-cost technologies that are not available and/or not affordable for non-affluent patients, thus precluding definitive WHO classification of many hematolymphoid malignancies. From our perspective, the significant challenges to applying the verbatim WHO classification in LMICs, for both hematolymphoid and non-hematolymphoid malignancies, underscores the immediate need for an alternative, somewhat simpler classification system designed to evolve in its complexity as increasing resources for both diagnosing and treating cancer reach in LMICs. PRIOR

findingsAlthough approximately 85% of African countries are geographically located within the sub-Saharan region, cancer fatality rates continue to rise, particularly in LMICs. In addition to cancer, populations in these regions are burdened by high prevalence rates of human immunodeficiency virus (HIV)/Acquired Immunodeficiency Syndrome (AIDS) and various chronic diseases. Our earlier research, conducted at Kenya's Moi Teaching and Referral Hospital and Uganda's Ministry of Health National Laboratory Diagnostic Services, revealed a significant number of pediatric patients suffering from hematological conditions, most notably leukemia and lymphoma. Despite presenting with clear signs and symptoms of these malignancies, many children lacked access to affordable and reliable diagnostic screening tools. As a result, children with presumptive cases of cancer often faced considerable barriers, including long-distance travel and costly diagnostic procedures such as flow cytometry and immunohistochemistry. These tests are not covered by the region's National Health Insurance Fund (NHIF), placing additional financial strain on families. Compounding these challenges are systemic issues such as limited staffing, supply shortages, and outdated diagnostic equipment lacking technical support. Collectively, these factors contribute to delayed or ineffective treatment and ultimately lower patient survival rates. In sub-Saharan Africa, rising cancer mortality occurs in the context of overlapping health-system challenges, including a high burden of infectious diseases such as HIV/AIDS alongside growing rates of noncommunicable diseases. Although Africa represents a smaller share of the global cancer burden, limitations in diagnostic capacity and cancer surveillance contribute to under recognition of many malignancies, particularly pediatric hematologic diseases. In our previous work at Moi Teaching and Referral Hospital in Kenya and within Uganda's Ministry of Health National Laboratory Diagnostic Services, we observed a substantial number of children presenting with suspected leukemia and lymphoma. Many of these patients exhibited advanced clinical features at presentation but lacked access to essential diagnostic tests necessary for accurate classification and risk stratification. Flow cytometry and immunohistochemistry were frequently unavailable or unaffordable, requiring long-distance travel and imposing significant financial strain on families. Additional barriers-including shortages of trained laboratory personnel, limited technical support, supply chain interruptions, and aging diagnostic equipment-further hindered timely diagnosis and appropriate disease classification. These findings underscore the gap between existing WHO classification frameworks and their practical implementation in pediatric care settings in East Africa. The primary challenge in pediatric hematologic malignancy care in East Africa is not the conceptual adequacy of WHO classification systems, but much rather the need for a more accessible and adaptable classification framework that evolves with diagnostic capacity, particularly in LMICs where such resources are limited. Investing in strengthened diagnostic capabilities and clinical resources are essential for achieving equitable implementation, especially with leukemia and lymphoma testing within such areas. Sustained investments of this nature are needed to combat disparities and improve pediatric cancer outcomes in disease classification and tailored therapies.

Indexed as

ChallengesDiagnosticsEast AfricaLeukemiaWHO classification

Identifiers

PMID42262676
PMCPMC13473027

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.