# Factors associated with anemia in chronic kidney disease in the Brazilian population: national health survey

**Authors:** Letícia Cristina Machado de Sousa, Nathalia Rabello Silva, Bianca Uliana Picolo, Marcus Vinícius de Pádua Netto, Luciana Saraiva da Silva

PMC · DOI: 10.3389/fnut.2026.1714573 · Frontiers in Nutrition · 2026-02-09

## TL;DR

This study identifies factors linked to anemia in people with chronic kidney disease in Brazil, showing that conditions like diabetes and high blood pressure increase the risk.

## Contribution

The study provides new insights into anemia risk factors in CKD patients within the Brazilian population using a national health survey.

## Key findings

- Anemia prevalence was 15.1% among individuals with CKD, higher than the general population.
- Women, older adults, and individuals with diabetes or hypertension had a higher likelihood of anemia.
- Advanced stages of CKD were strongly associated with anemia, even after adjusting for other factors.

## Abstract

Chronic kidney disease (CKD) is a public health issue often accompanied by anemia from its early stages. Identifying associated factors is essential, especially given the limited data on the Brazilian population and the outcomes of anemia among individuals with CKD.

To investigate the factors associated with anemia in individuals with CKD in the Brazilian population.

A cross-sectional study was conducted using the 2013 National Health Survey (PNS) laboratory database. Socioeconomic, demographic, and clinical variables (sex, age, education, race/color, nutritional status, arterial hypertension (AH), diabetes mellitus (DM), hypercholesterolemia, cardiovascular disease (CVD), smoking, and excessive alcohol consumption) were evaluated. Associations between anemia and the stages of CKD were examined using multivariable logistic regression models.

8,952 individuals were evaluated. The prevalence of anemia in the total population was 10.1%, and in the population with CKD, it was 15.1%. Anemia was found to be more prevalent among women, older adults, individuals with lower educational, and those of mixed and black race/color. In the fully adjusted model, women (OR 1.59; CI, 1.35–1.88), black individuals (OR 1.76; CI, 1.36–2.26), and those with AH (OR 1.26; CI, 1.04–1.52) or DM (OR 1.30; CI, 1.00–1.69) exhibited a higher likelihood of anemia. Conversely, individuals with higher educational levels (OR 0.65; CI, 0.49–0.87), smokers (OR 0.71; CI, 0.56–0.91) those with a eutrophic body status (OR 0.66; CI, 0.49–0.90), and obese individuals (OR 0.49; CI, 0.36–0.67) had lower likelihood of anemia compared to underweight individuals. Individuals with advanced stages of CKD had a higher likelihood of anemia compared with those in early stages, and this association remained significant after adjustment for sociodemographic and clinical variables, with the highest odds observed in stages 4 and 5.

This study made it possible to identify the variables related to the presence of anemia in the different stages of CKD, such as AH, DM, sex, education, race/color, and nutritional status.

## Linked entities

- **Diseases:** chronic kidney disease (MONDO:0005300), anemia (MONDO:0002280), diabetes mellitus (MONDO:0005015), cardiovascular disease (MONDO:0004995)

## Full-text entities

- **Genes:** EPO (erythropoietin) [NCBI Gene 2056] {aka DBAL, ECYT5, EP, MVCD2}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}
- **Diseases:** deficiency of iron (MESH:D000090463), obese (MESH:D009765), smoking (MESH:D015208), overweight (MESH:D050177), DM (MESH:D003920), blood loss (MESH:D016063), CKD (MESH:D051436), diabetic nephropathy (MESH:D003928), underweight (MESH:D013851), Kidney Disease (MESH:D007674), hypercholesterolemia (MESH:D006937), PNS (MESH:D010523), CVD (MESH:D002318), mineral and bone disorders (MESH:D012080), chronic renal failure (MESH:D007676), metabolic acidosis (MESH:D000138), Anemia (MESH:D000740), malnutrition (MESH:D044342), death (MESH:D003643), hypertension (MESH:D006973), LVH (MESH:D017379), AH (MESH:D000081029)
- **Chemicals:** carbon monoxide (MESH:D002248), oxygen (MESH:D010100), alcohol (MESH:D000438)
- **Species:** Nicotiana tabacum (American tobacco, species) [taxon 4097], Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

44 references — full list in the complete paper: https://tomesphere.com/paper/PMC12926141/full.md

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Source: https://tomesphere.com/paper/PMC12926141