Inclusion Criteria:
* Patients aged 18-70 years.
* Histologically or cytologically confirmed advanced solid tumors (e.g., colorectal cancer, pancreatic cancer, NSCLC) with KRAS G12V mutations and HLA-A\*11:01 genotype.
* Failed standard therapies or no effective treatment available.
* ECOG performance status of 0-1.
* Life expectancy of ≥3 months.
* Presence of at least one measurable lesion as defined by RECIST 1.1 criteria.
* Female patients of childbearing potential must agree to use highly effective contraceptive methods during the study and for at least 6 months after the last dose. A negative pregnancy test within 7 days prior to treatment initiation is required.
* Written informed consent provided by the patient, with an expectation of compliance with study procedures.
Exclusion Criteria:
* Prior treatment with gene-modified T-cell therapies.
* Current treatment with T-cell suppressive agents (e.g., cyclophosphamide, FK506, tripterygium glycosides) or T-cell stimulants.
* Chemotherapy, targeted therapy, immunotherapy, or investigational drugs administered within 2 weeks, or radiotherapy within 4 weeks prior to enrollment.
* Significant organ dysfunction, as evidenced by:
* leukocytes\<3.0 x 109/L
* absolute neutrophil count \>1.5 x 109/L
* hemoglobin\<90g/L
* platelets \<100 x 109/L
* Creatinine\>1.5×ULN or creatinine clearance \<50mL/min
* lymphocytes\<0.5 x 109/L
* total bilirubin\>3×ULN; ALT/AST\>3×ULN (or \>5× ULN in patients with liver metastases)
* INR/APTT\>1.5×ULN
* SpO2≤93%
* Presence of serious diseases and comorbidities, including but not limited to: severe heart disease, cerebrovascular disease, seizures, poorly controlled diabetes (such as Type 1 diabetes or insulin-dependent diabetes), pancreatic dysfunction, severe infections, active gastrointestinal ulcers, gastrointestinal bleeding, mechanical or paralytic bowel obstruction, pulmonary fibrosis, renal failure, respiratory failure, etc.
* History of severe cardiovascular diseases within the past 6 months, including but not limited to: myocardial infarction, severe or unstable angina, coronary artery or peripheral artery bypass surgery, New York Heart Association (NYHA) Class III or IV heart failure, etc.
* Left ventricular ejection fraction (LVEF) \< 50%.
* Symptomatic brain metastases unless stabilized with prior treatment (e.g., surgery or radiotherapy).
* Known history of myelodysplastic syndrome, lymphoma, or other malignancies.
* Known allergy to albumin, investigational drugs, or their excipients.
* Active autoimmune diseases, including but not limited to acquired/congenital immunodeficiency, organ transplantation, autoimmune hepatitis, systemic lupus erythematosus, or inflammatory bowel disease.
* Active hepatitis B, hepatitis C, or HIV infection.
* Pregnancy or breastfeeding.
* Uncontrolled mental or neurological disorders.
* Any condition deemed unsuitable for study participation by the investigator.
