Tumor type | References | Heterogeneity type | Main indicators of heterogeneity | Compared region | Relationship with prognosis |
---|---|---|---|---|---|
NSCLC | [66] | Spatial heterogeneity | Tumor-infiltrating T cells | Ubiquitous and multi-regional tumors | Numbers of expanded ubiquitous or regional intratumoral TCRs are not associated with outcome |
LC | [41] | Spatial heterogeneity | CD8 + T cell infiltration | Multi-regional tumors | High clonal neoantigen load and low immune evasion capacity are associated with improved disease-free survival times |
Localized LUAD | [72] | Spatial heterogeneity | CD4 + and CD8 + T cells | Centers and margins of tumors | Amount and TCR repertoire ITH of CD4 + and CD8 + TILs in tumor centers and margins are associated with prognosis |
Localized LUAD | [65] | Spatial heterogeneity | T cell density and clonality | Multi-regional tumors | ITH in the T cell repertoire is associated with a risk of relapse |
Early LUAD | [265] | Spatial heterogeneity | Immune cell atlas | Tumor, adjacent tissue and blood | N/A |
ESCC | [266] | Spatial heterogeneity | TCR landscape and PD-L1 expression | Multi-regional tumors, normal tissues and blood samples | High proportion of branch neoantigens is associated with short overall survival |
ESCC | [119] | Spatial heterogeneity | T cell clonality | Multi-regional tumors, matched adjacent normal tissue and peripheral blood | N/A |
CRC | [267] | Spatial heterogeneity | T cell clones and counts | Tumor and adjacent tissue | N/A |
GBM | [84] | Spatial heterogeneity | TIL diversity | Multi-regional tumors | Overall level of the immune response is connected with prognosis |
OC | [268] | Spatial heterogeneity | T cell clonality | Multi-regional tumors | Combination of mutational processes and immune properties is associated with prognosis |
NPC | [168] | Spatial heterogeneity | T cell clonality | Matched tumor, adjacent normal tissue and peripheral blood | A lower diversity of TCR repertoire in tumors than paired tissues or a low similarity between the paired tissues is associated with a poor prognosis |
MEL and CRC | [269] | Spatial heterogeneity | T cell clonality | Multi-regional tumors | N/A |
MEL | [166] | Spatial heterogeneity | T cell clonality | Metastases | Homogeneous lesions are associated with response to therapy; |
MEL | [270] | Spatial heterogeneity | Single-cell analyses of T cells | Metastases | N/A |
HCC | [53] | Spatial heterogeneity | CD8 + T cells infiltration and immune markers | Multifocal tumors | N/A |
PC | [105] | Spatial heterogeneity | T cell clonality | Multi-regional tumors and peripheral blood | N/A |
RCC | [271] | Spatial heterogeneity | The clonal composition of T cell populations | Multi-regional tumors | N/A |
OC | [272] | Spatial heterogeneity | T cell oligoclonal expansion | Metastases | N/A |
OC | [273] | Spatial heterogeneity | T cell clonality | Tumor and peripheral blood | N/A |
BC | [274] | Spatial heterogeneity | T cell clonality | Tumors and lymph nodes | N/A |
NSCLC | [127] | Heterogeneity among different levels of PD-1 expression | Transcriptional and metabolic profile of T cells | Different subsets of CD8 + TILs | Presence of PD-1 T cells is associated with both response and survival in patients treated with PD-1 blockade |
Metastatic MEL | [275] | Heterogeneity among different levels of PD-1 expression | T cell clonality | Metastases | N/A |
Metastatic MEL | [126] | Heterogeneity among different levels of PD-1 expression | Phenotypic traits of CD8+ TILs and TCR clonotype | Metastases | N/A |
CC | [125] | Temporal heterogeneity | Circulating TCR repertoire | Peripheral blood samples throughout carcinogenesis | Less clonotypes in TCR repertoire of sentinel lymphatic node is associated with poor prognosis |
GC | [67] | Temporal heterogeneity | TCR repertoire | Tissue samples at different pathological stages | An 11-gene module related to TCR repertoire is correlated with the overall survival of GC patients |
LC | [73] | Temporal heterogeneity | Circulating TCR repertoire | Pre- and post-treatment peripheral blood samples | Increased diversity and high overlap rate between the pre- and post-treatment TCR repertoires indicated clinical benefit |
NPC | [74] | Temporal heterogeneity | Circulating TCR repertoire | pairwise pre-treatment and post-treatment peripheral blood samples | Ascending TCR diversity and higher similarity between pre- and post-treatment samples showed better distant metastasis-free survival |
RCC | [75] | Temporal heterogeneity | Circulating TCR repertoire | peripheral leukocyte samples before and after surgery | Higher baseline TCRB diversity is associated with better prognosis of in stage IV patients |
NSCLC | [276] | Temporal heterogeneity | Circulating TCR repertoire | blood samples before and 6 weeks after immunotherapy, and disease progression | the diversity of TCR repertoire and singletons in the TCRβ pool increased after immunotherapy |
LUAD | [277] | Temporal heterogeneity | Circulating TCR repertoire | Peripheral blood samples | Higher baseline circulating TCRB diversity was associated with better prognosis The chemotherapeutic agents for advanced lung cancer do not affect adaptive immune function over the first few treatment cycles |
MEL in mouse model | [278] | Temporal heterogeneity | TCR repertoire | tumor, draining lymph node (dLN) and peripheral blood samples | N/A |
CRC | [279] | Spatial heterogeneity and temporal heterogeneity | Immunoscore (derived from the CD3 + /CD8 + T cell densities) | Spatiotemporally distinct sites of metastases | High immunoscore is associated with the lowest recurrence risk |