Inclusion Criteria:  Participant and/or legally authorized representative must voluntarily sign an Institutional Review Board/Independent Ethics Committee approved written informed consent form (ICF) after all relevant aspects of the study have been explained and discussed with the sparticipant. For the participants less than (<) 18 years old, participants will give assent AND their parents/legally authorized representative should sign the ICF accordingly.  The participant has confirmed diagnosis of Fabry disease as determined by the investigator, according to medical record including:  For male participant, Fabry disease is confirmed by a deficiency of α-galactosidase A (GLA) activity and a mutation in the GLA gene For female participant, Fabry disease is confirmed by a mutation in the GLA gene. The participant is 7 to 65 years of age, inclusive. Female participants of childbearing potential must have a negative pregnancy test at screening. Female participants of childbearing potential must agree to use a medically acceptable method of contraception at all times during the study and for at least 14 days after the final investigational product infusion. The participant is deemed, as determined by the investigator, to have adequate general health to undergo the specified protocol-related procedures and to have no safety or medical contraindications for participation. The participant has not received any treatment (approved or investigational) specific to Fabry disease, such as ERT, chaperone therapy, or substrate reduction therapy. The participant must have an estimated glomerular filtration rate (eGFR) of 45 to 120 milliliter per minute per 1.73 meter square (mL/min/1.73 m^2). Serum creatinine is tested and the eGFR is calculated by central laboratory using the Chronic Kidney Disease Epidemiology (CKD-EPI) equation. For participantss <18 years old, eGFR is calculated by the Counahan-Barratt equation.  Exclusion Criteria:  In the opinion of the investigator, the participant's life expectancy is less than or equal to (<=) 5 years. The participant has undergone or is scheduled to undergo kidney transplantation or is currently on dialysis, or has any signs or symptoms of end stage renal disease. The participant has a urine protein/creatinine ratio of greater than (>) 500 milligram per gram (mg/g). The participant has a clinically relevant history of allergy or signs or symptoms of severe hypersensitivity, which in the investigator's judgment, will substantially increase the participant's risk if he or she participates in the study. In the opinion of the investigator, the participant has non-Fabry disease-related cause of end organ (renal, cardiovascular, central nervous system) dysfunction/failure or is receiving medications that may affect the rate of disease progression, as assessed by renal measures. The participant has a positive test result at screening for hepatitis B surface antigen with detectable hepatitis B viral deoxyribonucleic acid (DNA) load, hepatitis C virus (HCV) antibody with confirmation by HCV ribonucleic acid polymerase chain reaction testing, or human immunodeficiency virus antibody.  The participant has received prior treatment with any of the following medications:  Chloroquine Amiodarone Monobenzone Gentamicin The participant is pregnant or lactating. The participant has a body mass index >35 kilogram per square meter (kg/m^2). The participant is treated or has been treated with any investigational drug for indication other than Fabry disease within 30 days of study start. The participant and/or the participant's parent(s) or legal guardians are unable to understand the nature, scope, and possible consequences of the study. The participant is unable to comply with the protocol, example, uncooperative with protocol schedule, refusal to agree to all of the study procedures, inability to return for evaluations, or is otherwise unlikely to complete the study, as determined by the investigator.