Back

Integrating spatial profiles and cancer genomics to identify immune-infiltrated mismatch repair proficient colorectal cancers

Wala, J.; de Bruijn, I.; Coy, S.; Gagne, A.; Chan, S.; Chen, Y.-A.; Hoffer, J.; Muhlich, J.; Schultz, N.; Santagata, S.; Sorger, P.

2024-09-26 cancer biology
10.1101/2024.09.24.614701 bioRxiv
Show abstract

Predicting the progression of solid cancers based solely on genetics is challenging due to the influence of the tumor microenvironment (TME). For colorectal cancer (CRC), tumors deficient in mismatch repair (dMMR) are more immune infiltrated than mismatch repair proficient (pMMR) tumors and have better prognosis following resection. Here we quantify features of the CRC TME by combining spatial profiling with genetic analysis and release our findings via a spatially enhanced version of cBioPortal that facilitates multi-modal data exploration and analysis. We find that [~]20% of pMMR tumors exhibit similar levels of T cell infiltration as dMMR tumors and that this is associated with better survival but not any specific somatic mutation. These T cell-infiltrated pMMR (tipMMR) tumors contain abundant cells expressing PD1 and PDL1 as well as T regulatory cells, consistent with a suppressed immune response. Thus, like dMMR CRC, tipMMR CRC may benefit from immune checkpoint inhibitor therapy. SIGNIFICANCEpMMR tumors with high T cell infiltration and active immunosuppression are identifiable with a mid-plex imaging assay whose clinical deployment might double the number of treatment-naive CRCs eligible for ICIs. Moreover, the low tumor mutational burden in tipMMR CRC shows that MMR status is not the only factor promoting immune infiltration.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Cancer Discovery
66 papers in training set
Top 0.1%
26.1%
2
Nature Cancer
39 papers in training set
Top 0.1%
10.4%
3
Cancer Cell
42 papers in training set
Top 0.1%
7.7%
4
Cancer Research
130 papers in training set
Top 0.4%
6.6%
50% of probability mass above
5
Nature Communications
5641 papers in training set
Top 31%
4.2%
6
Clinical Cancer Research
64 papers in training set
Top 0.4%
4.2%
7
Journal of Clinical Investigation
179 papers in training set
Top 1%
4.0%
8
Cell Reports Medicine
153 papers in training set
Top 0.8%
3.4%
9
Nature
645 papers in training set
Top 4%
3.2%
10
Science Advances
1243 papers in training set
Top 13%
2.7%
11
Cell
431 papers in training set
Top 5%
2.3%
12
Genome Medicine
183 papers in training set
Top 2%
1.9%
13
Nature Genetics
286 papers in training set
Top 3%
1.7%
14
npj Precision Oncology
53 papers in training set
Top 0.9%
1.7%
15
eLife
5828 papers in training set
Top 51%
1.7%
16
Cancer Immunology Research
35 papers in training set
Top 0.6%
1.4%
17
Gastroenterology
42 papers in training set
Top 0.8%
1.1%
18
Science Translational Medicine
127 papers in training set
Top 3%
1.0%
19
EMBO Molecular Medicine
95 papers in training set
Top 2%
1.0%
20
JCI Insight
277 papers in training set
Top 8%
0.8%
21
Journal of Experimental Medicine
119 papers in training set
Top 3%
0.8%
22
Science
477 papers in training set
Top 9%
0.8%
23
Nature Medicine
125 papers in training set
Top 4%
0.8%
24
Cell Reports
1498 papers in training set
Top 30%
0.6%
25
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 46%
0.6%
26
Journal for ImmunoTherapy of Cancer
75 papers in training set
Top 2%
0.6%
27
Gut
40 papers in training set
Top 1%
0.6%