This is an open-label, single-arm, Phase II investigator-initiated trial of vinorelbine metronomic chemotherapy combined with hypofractionated radiotherapy, PD-1/PD-L1 inhibitor sequential GM-CSF and IL-2 for treatment of advanced refractory non-small cell lung cancer and breast cancer.

Inclusion Criteria:

1. Aged 18 years and above;
2. Diagnosed with histologically or cytologically-confirmed, standard treatment is ineffective (disease progresses after treatment) or locally advanced or metastatic malignant non-small cell lung cancer and breast cancer patients who cannot tolerate standard therapy, cannot receive or do not have standard therapy;
3. ECOG(Eastern Cooperative Oncology Group) performance is 0-3;
4. Life expectancy greater than 3 months;
5. T lymphocyte absolute value ≥0.5 upper limit of normal (ULN), absolute neutrophil count(ANC)≥1.0 x 10(9)/L#serum aspartate transaminase (AST) and serum alanine transaminase (ALT) ≤3.0*ULN, or AST and ALT≤5*ULN with hepatic metastasis; Total serum creatinine ≤1.5*ULN#
6. Signed informed consent form# -

Exclusion Criteria:

1. Current pregnancy or lactation# 2. History of other malignant tumors within 5 years prior to dose administration, expect for#malignancies that can be cured after treatment (including but not limited to adequately treated thyroid cancer, cervical carcinoma in situ, basal or squamous cell skin cancer); 3. Uncontrolled epilepsy, central nervous system diseases or mental illness; 4. Currently active clinically significant cardiovascular disease such as uncontrolled arrhythmia, congestive heart failure, or greater than or equal to Class 2 congestive heart failure as defined by the New York Heart Association Functional Classification, or history of myocardial infarction unstable angina, or acute coronary syndrome within 6 months prior to enrollment in the study; 5. Received allogeneic hematopoietic stem cell transplantation or solid organ transplantation; 6. Other serious, uncontrolled concomitant diseases that may affect protocol compliance or interpretation of outcomes, including active opportunistic infections or advanced (severe) infections, uncontrolled diabetes; 7. Allergic to any of the ingredients used in the study; 8. A history of immunodeficiency, including HIV positive or other acquired or congenital immunodeficiency disease, or a history of organ transplantation, or other immune-related disease requiring long-term oral hormone therapy; 9. Acute and chronic tuberculosis infection; 10. Other disorders with clinical significance according to the researcher's judgment.

-