journal article·2025-12Open access

Comprehensive Measurement of Inter‐Individual Variation in DNA Repair Capacity in Healthy Individuals

Ting Zhai, Patrizia Mazzucato, Catherine Ricciardi, David C. Christiani, Liming Liang, Leona D. Samson, Isaac A. Chaim, Zachary D. Nagel

Advanced Science· Volume 12· Issue 47

Abstract

Abstract Rare genetic DNA repair deficiency syndromes can cause immunodeficiency, neurological disorders, and cancer. In the general population, inter‐individual variation in DNA repair capacity (DRC) influences susceptibility to cancer and age‐related diseases. Genome‐wide association studies and functional analyses indicate that defects in multiple DNA repair pathways jointly increase disease risk, but previous technologies do not permit comprehensive population‐level analysis. Fluorescence multiplex host cell reactivation (FM‐HCR) assays now allow direct quantification of DRC across six major DNA repair pathways. DRC is assessed in phytohemagglutinin‐stimulated primary lymphocytes from 56 healthy individuals, with reproducibility validated in 10 individuals across up to five independent blood draws. Generalized analytical pipelines are developed to systematically correct batch effects and experimental confounders. Significant inter‐individual variation is observed across 10 reporter assays measuring distinct repair processes, with weak correlations between pathways suggesting independent disease susceptibility contribution. A complementary pipeline analyzing comet repair kinetics allows integration with previously reported comet data from the same individuals. This study underscores the sensitivity of FM‐HCR assays in detecting subtle biological differences and establishes standardized methodologies for population research. The findings and open‐source tools advance precision health by enabling comprehensive exploration of genetic and environmental determinants of DRC, supporting targeted interventions to maintain genomic integrity.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: DNA Repair Mechanisms · Genetic factors in colorectal cancer · Cancer Genomics and Diagnostics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Environmental Health Harvard T.H. Chan School of Public Health Boston MA 02115 USA

Department of Biological Engineering Massachusetts Institute of Technology Cambridge MA 02139 USA

MIT Clinical Research Center Massachusetts Institute of Technology Cambridge MA 02139 USA

Pulmonary and Critical Care Division Massachusetts General Hospital Department of Medicine Harvard Medical School Boston MA 02114 USA

Department of Epidemiology and Department of Biostatistics Harvard T.H. Chan School of Public Health Boston MA 02115 USA

Department of Cell and Developmental Biology University of California San Diego La Jolla CA 92093 USA

Funding

National Institute of Environmental Health Sciences

References (85)

Show source-provided references
1. 10.1056/NEJMsb150310410.1056/NEJMsb1503104 ↗
2. 10.1038/s41392-021-00648-710.1038/s41392-021-00648-7 ↗
3. 10.3389/fimmu.2022.89957410.3389/fimmu.2022.899574 ↗
4. 10.1038/nrc318510.1038/nrc3185 ↗
5. 10.1016/j.molcel.2020.04.03510.1016/j.molcel.2020.04.035 ↗
6. 10.1038/ng.389210.1038/ng.3892 ↗
7. 10.1158/0008-5472.CAN-12-191510.1158/0008-5472.CAN-12-1915 ↗
8. 10.1093/nar/gkm75610.1093/nar/gkm756 ↗
9. 10.1016/j.dnarep.2014.03.00910.1016/j.dnarep.2014.03.009 ↗
10. 10.1038/s41586-020-1943-310.1038/s41586-020-1943-3 ↗
11. 10.1038/s41467-020-15912-710.1038/s41467-020-15912-7 ↗
12. 10.1016/j.celrep.2018.03.07610.1016/j.celrep.2018.03.076 ↗
13. Zhai T. · 2024
14. 10.1038/s41598-022-07256-710.1038/s41598-022-07256-7 ↗
15. 10.1016/j.mrfmmm.2017.03.00710.1016/j.mrfmmm.2017.03.007 ↗
16. 10.1186/s13014-019-1344-710.1186/s13014-019-1344-7 ↗
17. 10.1002/cyto.a.2472510.1002/cyto.a.24725 ↗
18. Athas W. F. · Cancer Res. · 1991 · 51 · 5786
19. 10.1073/pnas.90.4.161410.1073/pnas.90.4.1614 ↗
20. 10.1093/carcin/bgm02910.1093/carcin/bgm029 ↗
21. 10.1093/carcin/bgs27010.1093/carcin/bgs270 ↗
22. 10.1186/1471-2407-12-49010.1186/1471-2407-12-490 ↗
23. 10.1016/j.dnarep.2011.04.00110.1016/j.dnarep.2011.04.001 ↗
24. 10.1017/S000711450807626510.1017/S0007114508076265 ↗
25. 10.1093/nar/gnh09810.1093/nar/gnh098 ↗
26. 10.4161/cc.9.14.1236310.4161/cc.9.14.12363 ↗
27. 10.1021/bi902169q10.1021/bi902169q ↗
28. 10.1016/j.dnarep.2005.06.01710.1016/j.dnarep.2005.06.017 ↗
29. 10.1073/pnas.171203211410.1073/pnas.1712032114 ↗
30. Nagel Z. D. · Proc. Natl. Acad. Sci. U S A · 2014 · 111
31. 10.1038/s41596-021-00577-310.1038/s41596-021-00577-3 ↗
32. 10.1016/j.mrrev.2022.10842710.1016/j.mrrev.2022.108427 ↗
33. 10.1016/j.freeradbiomed.2021.07.03310.1016/j.freeradbiomed.2021.07.033 ↗
34. 10.1038/nature0597810.1038/nature05978 ↗
35. 10.1038/ng82810.1038/ng828 ↗
36. 10.1158/1078-0432.CCR-17-126910.1158/1078-0432.CCR-17-1269 ↗
37. 10.1038/s41467-022-31341-010.1038/s41467-022-31341-0 ↗
38. 10.1056/NEJMoa02528310.1056/NEJMoa025283 ↗
39. 10.1053/j.gastro.2014.01.02210.1053/j.gastro.2014.01.022 ↗
40. Hemker S. L. · bioRxiv · 2025 · 3
41. 10.1016/j.dnarep.2008.06.01810.1016/j.dnarep.2008.06.018 ↗
42. 10.1038/nrm359110.1038/nrm3591 ↗
43. 10.1016/j.stem.2010.06.01410.1016/j.stem.2010.06.014 ↗
44. 10.1371/journal.pone.020834110.1371/journal.pone.0208341 ↗
45. Esteller M. · Cancer Res. · 1999 · 59 · 793
46. 10.1093/carcin/bgu21410.1093/carcin/bgu214 ↗
47. 10.1371/journal.pgen.100341310.1371/journal.pgen.1003413 ↗
48. 10.1016/j.mrfmmm.2012.01.00110.1016/j.mrfmmm.2012.01.001 ↗
49. 10.1093/carcin/bgn14010.1093/carcin/bgn140 ↗
50. 10.1016/S0921-8777(01)00096-910.1016/S0921-8777(01)00096-9 ↗
51. 10.1016/j.dnarep.2006.08.00310.1016/j.dnarep.2006.08.003 ↗
52. 10.1158/1940-6207.CAPR-13-031810.1158/1940-6207.CAPR-13-0318 ↗
53. 10.18632/aging.10081010.18632/aging.100810 ↗
54. 10.1093/carcin/4.12.156510.1093/carcin/4.12.1565 ↗
55. 10.1007/s00204010022610.1007/s002040100226 ↗
56. 10.1038/s41598-021-81058-110.1038/s41598-021-81058-1 ↗
57. 10.1016/j.celrep.2023.11365610.1016/j.celrep.2023.113656 ↗
58. 10.1016/j.molcel.2019.04.02410.1016/j.molcel.2019.04.024 ↗
59. 10.1016/S0968-0004(02)02110-210.1016/S0968-0004(02)02110-2 ↗
60. 10.3389/fcell.2021.75840210.3389/fcell.2021.758402 ↗
61. 10.7150/ijbs.6495310.7150/ijbs.64953 ↗
62. 10.1158/1535-7163.MCT-07-220610.1158/1535-7163.MCT-07-2206 ↗
63. 10.1177/1758835922107545810.1177/17588359221075458 ↗
64. 10.1016/j.mrfmmm.2022.11181310.1016/j.mrfmmm.2022.111813 ↗
65. 10.1016/j.dnarep.2022.10332310.1016/j.dnarep.2022.103323 ↗
66. 10.1158/1055-9965.EPI-05-065810.1158/1055-9965.EPI-05-0658 ↗
67. 10.1158/1055-9965.454.13.310.1158/1055-9965.454.13.3 ↗
68. 10.1016/j.mrrev.2007.10.00310.1016/j.mrrev.2007.10.003 ↗
69. 10.1016/j.dnarep.2016.03.01210.1016/j.dnarep.2016.03.012 ↗
70. 10.1016/j.mrrev.2003.11.00110.1016/j.mrrev.2003.11.001 ↗
71. 10.1021/tx00044a01310.1021/tx00044a013 ↗
72. 10.2203/dose-response.10-002.Siddique10.2203/dose-response.10-002.Siddique ↗
73. Chaim I. A. · Nucleic Acids Res. · 2017 · 45 · 3242
74. 10.1093/carcin/bgl15510.1093/carcin/bgl155 ↗
75. Niture S. · Int. J. Oncol. · 2006 · 29 · 1269
76. 10.3390/biomedicines1010239310.3390/biomedicines10102393 ↗
77. 10.1038/s41467-018-08111-y10.1038/s41467-018-08111-y ↗
78. 10.1038/s41467-025-56085-510.1038/s41467-025-56085-5 ↗
79. 10.1038/s41467-024-49316-810.1038/s41467-024-49316-8 ↗
80. 10.3390/ijms24211579910.3390/ijms242115799 ↗
81. 10.1111/j.2517-6161.1964.tb00553.x10.1111/j.2517-6161.1964.tb00553.x ↗
82. 10.1093/biostatistics/kxj03710.1093/biostatistics/kxj037 ↗
83. 10.18637/jss.v080.i0110.18637/jss.v080.i01 ↗
84. 10.1002/978047031669610.1002/9780470316696 ↗
85. 10.1111/j.2517-6161.1995.tb02031.x10.1111/j.2517-6161.1995.tb02031.x ↗