Immunotoxin Therapy and Cytarabine in Treating Patients With Relapsed or Refractory B-Cell Acute Lymphoblastic Leukemia

You may not be if

• CD19 and/or CD22 must be expressed on at least 50% of the lymphoblasts
• Disease must be refractory to conventional induction therapy or relapsed after initial standard therapy for ALL; any number of prior therapies is permitted and including allogeneic and/or autologous stem cell transplant
• Eastern Cooperative Oncology Group (ECOG) performance status =\< 2 (Karnofsky \>= 60%)
• Life expectancy of greater than 2 months
• Total bilirubin =\< 1.5 x institutional upper limit of normal, unless related to leukemic infiltration or hemolysis
• Aspartate aminotransferase (AST) (serum glutamic oxaloacetic transaminase \[SGOT\])/alanine aminotransferase (ALT) (serum glutamate pyruvate transaminase \[SGPT\]) =\< 2.5 x institutional upper limit of normal, unless related to leukemic infiltration or hemolysis
• Creatinine within normal institutional limits OR
• Creatinine clearance \>= 60 mL/min/1.73 m\^2 for patients with creatinine levels above institutional normal
• Patients must have recovered from effects of prior therapy; at least 2 weeks should have elapsed since the last dose of high dose chemotherapy; hydroxyurea, steroids and vincristine are allowed to control counts until eligibility is confirmed and study treatment can be initiated
• Adequate cardiac function defined as an ejection fraction of \>= 50% by multi gated acquisition scan (MUGA) scan or echocardiogram and a corrected QT (QTc) interval of =\< 450 ms for men and =\< 460 ms for women
• Adequate pulmonary function defined as no evidence of dyspnea at rest
• Women of child-bearing potential and men must agree to use adequate contraception (hormonal or barrier method of birth control; abstinence) prior to study entry and for the duration of study participation; should a woman become pregnant or suspect she is pregnant while participating in this study, she should inform her treating physician immediately
• Ability to understand and the willingness to sign a written informed consent document
• Patients who have had chemotherapy or radiotherapy within 2 weeks (4 weeks for nitrosoureas or mitomycin C) prior to entering the study or those who have not recovered from adverse events due to agents administered more than 2 weeks earlier
• Patients may not be receiving any other investigational agents
• History of allergic reactions attributed to compounds of similar chemical or biologic composition to Combotox or other agents used in study agents
• Presence of a significant pleural effusion by chest x-ray
• Uncontrolled intercurrent illness including, but not limited to, ongoing or active infection, symptomatic
• Presence of active untreated central nervous system (CNS) leukemia
• Presence of graft-versus-host disease (GVHD) more than grade 2
• History of documented seizure disorder, presence of cerebellar dysfunction, dysphasia or altered mental status on neurological examination
• Human anti-mouse antibody (HAMA) levels of \> 100 ug/ml or human ricin antibodies (HARA) \> 100 ug/ml HARA after cycle 1
• Impaired liver function defined as a total bilirubin \> 1.5 x normal range and AST or ALT \> 2.5 x normal range unless secondary to Gilbert's disease, hemolysis or leukemic involvement of the liver
• Uncontrolled intercurrent illness including, but not limited to, ongoing or active infection, symptomatic congestive heart failure, unstable angina pectoris, cardiac arrhythmia, or psychiatric illness/social situations that would limit compliance with study requirements
• Pregnant women are excluded from this study; breastfeeding should be discontinued if the mother is treated with Combotox
• Human immunodeficiency virus (HIV)-positive patients on combination antiretroviral therapy are ineligible