Back
SPaCeD: Spatial Point Process Distances for Pairing the Heavy and Light Chains of B Cell Receptors from Spatial BCR-seq
Liu, Y.; Nathoo, F.; Laumont, C.; Kalaria, S.; Nelson, B.
2026-04-22
bioinformatics
10.64898/2026.04.19.719512
bioRxiv
Show abstract
B cells mediate anti-tumor immunity through B cell receptors (BCRs) composed of paired heavy and light chains. Leveraging spatial transcriptomics, we introduce SPaCeD, a framework that infers heavy-light chain pairs by integrating expression matrices with spatial distances between point patterns derived via optimal transport. Applied to ovarian and breast cancer datasets and simulation scenarios, SPaCeD improves pairing accuracy and stability compared with existing methodology (Repair), particularly for pairs with lower spatial expression.
Matching journals
●Non-profit
◐University press
○Commercial
The top 3 journals account for 50% of the predicted probability mass.
1
Bioinformatics
◐
1061 papers in training set
Top 0.6%
33.0%
2
Nature Communications
○
4913 papers in training set
Top 16%
10.4%
3
Cell Systems
○
167 papers in training set
Top 1%
8.4%
50% of probability mass above
4
Nature Methods
○
336 papers in training set
Top 2%
4.0%
5
Nature Biotechnology
○
147 papers in training set
Top 3%
3.6%
6
PLOS Computational Biology
●
1633 papers in training set
Top 10%
3.6%
7
Briefings in Bioinformatics
◐
326 papers in training set
Top 2%
3.6%
8
Genome Research
●
409 papers in training set
Top 1%
2.9%
9
Genome Biology
○
555 papers in training set
Top 3%
2.7%
10
Proceedings of the National Academy of Sciences
●
2130 papers in training set
Top 25%
2.6%
11
iScience
○
1063 papers in training set
Top 12%
1.9%
12
Communications Biology
○
886 papers in training set
Top 7%
1.8%
13
Genome Medicine
○
154 papers in training set
Top 4%
1.7%
14
Nature Computational Science
○
50 papers in training set
Top 0.9%
1.3%
15
BMC Bioinformatics
○
383 papers in training set
Top 5%
1.2%
16
Nature Genetics
○
240 papers in training set
Top 6%
0.9%
17
PLOS ONE
●
4510 papers in training set
Top 62%
0.9%
18
Nucleic Acids Research
◐
1128 papers in training set
Top 15%
0.9%
19
Advanced Science
○
249 papers in training set
Top 15%
0.9%
20
Cell Reports Methods
○
141 papers in training set
Top 5%
0.8%
21
Nature Machine Intelligence
○
61 papers in training set
Top 3%
0.8%
22
Scientific Reports
○
3102 papers in training set
Top 73%
0.8%
23
The American Journal of Human Genetics
○
206 papers in training set
Top 4%
0.7%
24
Science Advances
●
1098 papers in training set
Top 30%
0.7%
25
eLife
●
5422 papers in training set
Top 58%
0.7%
26
Biometrics
◐
22 papers in training set
Top 0.3%
0.6%