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The understanding of leukemogenesis in early-age acute leukemia (EAL) has improved remarkably. Initiating somatic mutations detected in dried neonatal blood spots (DNBS) and in cord blood samples of affected children with leukemia have been proven to be acquired prenatally. However, to date, few epidemiological studies have been carried out exploring EAL that include infants and children 13–24 months of age at the diagnosis. Maternal exposure to transplacental DNA-damaging substances during pregnancy has been suggested to be a risk factor for EAL. Most cases of infants with acute lymphoblastic (i-ALL) or myeloid leukemia (i-AML) have KMT2A gene rearrangements ( KMT2A-r ), which disturb its essential role as an epigenetic regulator of hematopoiesis. Due to the short latency period for EAL and the fact that KMT2A-r resembles those found in secondary AML, exposure to topoisomerase II inhibitors has been associated with transplacental risk as proxi for causality. EAL studies have been conducted in Brazil for over two decades, combining observational epidemiology, leukemia biology, and clinical data. EAL was investigated considering (i) age strata (infants vs. 13–24 months-old); (ii) somatic mutations associated with i-ALL and i-AML; (iii) ethnic-geographic variations; (iv) contribution of maternal genotypes; and (v) time latency of exposures and mutations in DNBS. Interactions of acquired and constitutive gene mutations are challenging tools to test risk factor associations for EAL. In this review we summarize the EAL scenario (including B-cell precursor-ALL, T-ALL, and AML) results combining environmental and genetic susceptibility risk factors and we raise questions that should be considered for further action.