Volume 15, Issue 1 e70143
LETTER TO THE JOURNAL
Open Access

The impact of homologous recombination deficiency on the prognosis of epithelial ovarian cancer

Haiqi Su

Haiqi Su

Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Beijing, China

National Clinical Research Center for Obstetric & Gynecologic Diseases, Beijing, China

State Key Laboratory for Complex, Severe and Rare Diseases, Peking Union Medical College Hospital, Beijing, China

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Yinan Wang

Yinan Wang

Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, 1120 Lianhua Road, Shenzhen, China

School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Avenue, Shenzhen, China

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Xiaopei Chao

Xiaopei Chao

Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Beijing, China

National Clinical Research Center for Obstetric & Gynecologic Diseases, Beijing, China

State Key Laboratory for Complex, Severe and Rare Diseases, Peking Union Medical College Hospital, Beijing, China

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Huanwen Wu

Huanwen Wu

Department of Pathology, Peking Union Medical College Hospital, Beijing, China

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Yan You

Yan You

Department of Pathology, Peking Union Medical College Hospital, Beijing, China

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Shuru Zhao

Shuru Zhao

Shenzhen Byoryn Technology Co., Ltd, No. 14, Jinxiu Road, Shenzhen, China

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Feiyue Wang

Feiyue Wang

Shenzhen Byoryn Technology Co., Ltd, No. 14, Jinxiu Road, Shenzhen, China

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Bao Sun

Bao Sun

BGI Genomics, BGI-Shenzhen, Shenzhen, China

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Zhen Zhang

Zhen Zhang

BGI Genomics, BGI-Shenzhen, Shenzhen, China

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Ming Wu

Corresponding Author

Ming Wu

Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Beijing, China

Correspondence

Lei Li, Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Beijing 100730, China.

Email: [email protected]

Ming Wu, Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Shuaifuyuan No. 1, Dongcheng District, Beijing 100730, China.

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Zicheng Zhao, Shenzhen Byoryn Technology Co., Ltd, Address: No. 14, Jinxiu Road, Shenzhen 518122, China.

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Zicheng Zhao

Corresponding Author

Zicheng Zhao

Shenzhen Byoryn Technology Co., Ltd, No. 14, Jinxiu Road, Shenzhen, China

Correspondence

Lei Li, Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Beijing 100730, China.

Email: [email protected]

Ming Wu, Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Shuaifuyuan No. 1, Dongcheng District, Beijing 100730, China.

Email: [email protected]

Zicheng Zhao, Shenzhen Byoryn Technology Co., Ltd, Address: No. 14, Jinxiu Road, Shenzhen 518122, China.

Email: [email protected]

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Lei Li

Corresponding Author

Lei Li

Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Beijing, China

National Clinical Research Center for Obstetric & Gynecologic Diseases, Beijing, China

State Key Laboratory for Complex, Severe and Rare Diseases, Peking Union Medical College Hospital, Beijing, China

Correspondence

Lei Li, Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Beijing 100730, China.

Email: [email protected]

Ming Wu, Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Shuaifuyuan No. 1, Dongcheng District, Beijing 100730, China.

Email: [email protected]

Zicheng Zhao, Shenzhen Byoryn Technology Co., Ltd, Address: No. 14, Jinxiu Road, Shenzhen 518122, China.

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First published: 26 December 2024

Haiqi Su, Yinan Wang and Bao Sun contributed equally to this work.

Dear Editor,

Homologous recombination deficiency (HRD) is a potential biomarker for predicting the efficacy of platinum-based therapies, PARP inhibitor (PARPi) therapies and overall survival outcomes in epithelial ovarian cancer (EOC).1, 2 Nevertheless, the methodologies for HRD detection and the optimal timing for HRD assessment in tumour samples remain contentious and are infrequently examined within the Chinese EOC patient population.3-7 In this study, we enrolled a cohort of 201 Chinese EOC patients who underwent a modified HRD test. This test incorporated adjustments for tumour purity and ploidy to refine the HRD score across various time intervals post-diagnosis, spanning from 1 day to 10 years. Our objective was to evaluate the feasibility of employing modified HRD genomic scar assays and to assess the impact of the timing of the test.

Between July 2007 and November 2021, a total of 233 patients diagnosed with epithelial ovarian cancer, fallopian tube cancer, or primary peritoneal cancer were enrolled in the study. These patients underwent first-line chemotherapy regimens containing platinum and were monitored until 1 March 2022. Of these, 32 patients were excluded due to the absence of HRD score testing or genetic testing, resulting in 201 eligible patients included in the final analysis (Figure S1). The HRD score was determined using a genomic scar analysis (GSA) algorithm,8 which assessed the loss of heterozygosity (LOH),9 telomeric allelic imbalance (TAI) and large-scale state transitions (LST),10 while also considering tumour purity and ploidy (Table S1). A comprehensive analysis was conducted to assess mutation information across 68 genes, comprising 57 genes associated with homologous recombination repair (HRR), such as BRCA1/2, PALB2 and ATM, as well as 11 genes recurrently implicated in EOC, as detailed in Table S2. The process for HRD assessment is illustrated in Figure S2. Table S3 presents the quality control of genomic scar analyses, Table S4 details the somatic mutations in 68 genes across 124 patients, and Table S5 outlines the germline mutations in 68 genes from 201 patients. In summary, a patient was classified as HRD positive if they exhibited HRD scores of 30 or higher (indicative of a high HRD score) and/or possessed mutations in BRCA1/2 genes, characterized as germline mutations of class 4/5 or somatic mutations of tier I/II. Conversely, patients were considered to have homologous recombination non-deficiency if their HRD scores were below 30 (indicative of a low HRD score) and they lacked mutations in BRCA1/2 genes.

Among 201 patients, the median age at diagnosis was 55 years (range 24–82). Most had high-grade serous carcinoma (171, 85.07%) or advanced-stage disease (130, 64.68%). Over half (119, 59.20%) had interval debulking surgery, while the rest had primary debulking or staging surgery. All received first-line treatment. After a median follow-up of 40 months, 83.58% were sensitive to chemotherapy and 13.43% were resistant. Recurrence and death rates were 80.01% and 36.32%, respectively. Twenty-six patients underwent first-line PARPi maintenance therapy. (Table 1 and Figure 1). A total of 3702 nonsynonymous germline and 263 nonsynonymous somatic coding mutations were found in 97.51% (196/201) and 82.26% (102/124) of patients, respectively. HRD status was evaluated using the HRD score and BRCA1/2 mutations. Among the patients, 88 (43.78%) had high HRD scores (≥30, Figure 2A). Of the 113 patients with low HRD scores (<30), 23 had significant germline or tier I/II somatic BRCA1/2 mutations. Two patients had both germline and somatic BRCA1 mutations, and four had both in BRCA2. A total of 111 patients tested HRD positive, while 52 had undetermined HRD status due to insufficient somatic testing and VUS. Thirty-eight patients were HRD negative (Table S1). Of the patients, 173 were tested for HRD scores within 6 months of diagnosis, and 28 were tested after 6 months.

TABLE 1. The clinical and pathological characteristics of the participants.
Characteristic (n = 201)
Age-years
Median 55
Range 24–82
Epithelial ovarian cancer type
Ovary cancer 190 (94.53%)
Fallopian tube cancer 7 (3.48%)
Primary peritoneal cancer 4 (1.99%)
Histological type
Serous carcinoma 174 (86.57%)
Mucinous carcinoma 4 (1.99%)
Endometrioid carcinoma 7 (3.48%)
Clear cell carcinoma 11 (5.34%)
Carcinosarcoma 3 (1.49%)
Mixed types 2 (1.00%)
FIGO stage
I 21 (10.45%)
II 25 (12.44%)
III 127 (63.18%)
IV 28 (13.93%)
First-line surgery
IDS 119 (59.20%)
PDS or staging surgery 81 (40.30%)
No 1 (0.50%)
Surgery residual
R0 82 (40.80%)
R1 19 (9.45%)
R2 6 (2.99%)
Unknown 94 (46.77%)
First-line treatment
Paclitaxel/carboplatin 181 (90.05%)
Paclitaxel/cisplatin 16 (7.96%)
Carboplatin 1 (0.50%)
Liposomal doxorubicin/carboplatin 1 (0.50%)
Paclitaxel/nedaplatin 1 (0.50%)
Albumin-bound paclitaxel/cisplatin 1 (0.50%)
Combinations with bevacizumab in first-line chemotherapy
Yes 27 (13.43%)
No 174 (86.57%)
Platinum sensitivity
Sensitivity 168 (83.58%)
Resistance 27 (13.43%)
Refractory 6 (2.99%)
PARPi therapy after first-line chemotherapy
Niraparib 12 (5.97%)
Olaparib 14 (6.97%)
No 175 (87.06%)
Personal cancer history
Yes 14 (6.97%)
No 187 (93.03%)
Family history of cancer
Yes 88 (43.78%)
No 111 (55.22%)
Unknown 2 (1.00%)
History of alcohol consuming
Yes 3 (1.49%)
No 198 (98.51%)
History of tobacco consuming
Yes 3 (1.49%)
No 198 (98.51%)
  • * IDS: interval debulking surgery; PDS: primary debulking surgery.
  • # The tumour status following surgery was defined using the residual tumour (R) classification: R0, no residual tumour; R1, greatest diameter of residual tumour x ≤ 1 cm; R2, greatest diameter of residual tumour > 1 cm.
Details are in the caption following the image
Clinical characteristics and variants of homologous recombination genes and recurrent genes from 201 patients with epithelial ovarian cancer (EOC). The right percentage was the sum of each gene's somatic and germline variant frequency in 124 patients with germline and somatic genetic tests. Put differently, variants from another 77 patients only with germline genetic tests were shown but not counted in the variant frequency. Somatic mutation is annotated with a diagonal line. Coexisting germline and somatic mutations are annotated with circles and diagonal lines inside the square. The middle panel shows the homologous recombination deficiency (HRD)-related evaluation metrics. The level of genomic instability of each sample is depicted by HRD status. The bottom panel shows key clinic pathological characteristics. TAI, telomeric allelic imbalance; HRD, homologous recombination deficiency; LST, large-scale state transition; LOH, loss of heterozygosity; CA125, cancer antigen 125; RF: refractory.
Details are in the caption following the image
Homologous recombination deficiency (HRD) score distribution and relative response rates for patients with epithelial ovarian cancer (EOC). (A) HRD score distribution in the EOC patients. Relative response rates for patients with platinum sensitivity (B), recurrent patients (C), recurrent patients with platinum sensitivity (D), platinum−sensitive patients undergoing HRD score testing within 6 months after diagnosis (E), recurrent patients undergoing HRD score testing within 6 months after diagnosis stratified by HRD score and HRD status (F).

HRD status was linked to the response to platinum-based chemotherapy, with significant associations for all patients (p = .02) and for those tested within 6 months of diagnosis (p = .01) (Table S6 and Figure 2B,E). The HRD-positive group (n = 108) had an 88.89% platinum sensitivity rate. Additionally, the HRD score was related to relapse, independent of platinum therapy response or testing time (p = .003 for all patients, p = .01 for platinum-sensitive patients and p = .001 for those tested within 6 months, Table S6 and Figure 2C,D,F). No survival time difference was found between high and low HRD score groups for all patients (overall survival [OS] p = .085, progression-free survival [PFS] p = .082, Figure S3). However, among patients tested within 6 months of diagnosis, the high HRD score group (n = 101) showed better OS (p = .022) and PFS (p = .023) than the low HRD score group (= 72, Figure 3A,B). At 3 years, patients with high HRD scores had OS and PFS rates of 74.83% and 67.99%, compared to 59.69% and 51.2% for those with low scores. In high-grade serous carcinoma, higher HRD scores were linked to better OS (p = .015) and PFS (p = .018, Figure 3C,D). Three-year and 5-year survival rates were 74.02% and 62.55% for high HRD scores, and 58.72% and 27.36% for low scores. High HRD scores correlated with significantly improved OS and PFS compared to low scores (p = .032 for OS, p = .008 for PFS) in 26 patients on first-line PARPi maintenance therapy. At three years, PFS was 84.00% for high HRD scores and 36.32% for low scores. Median HRD scores were 8.45, 18.66, 17.58 and 10.01 in patients with FIGO stages I—IV, respectively, and no significant difference was found (p = .67, Figure S4).

Details are in the caption following the image
Overall survival (OS) and progression-free survival (PFS) by homologous recombination deficiency (HRD) score. (A) OS of patients undergoing HRD score testing within 6 months after diagnosis. (B) PFS of patients undergoing HRD score testing within 6 months after diagnosis. (C) OS of patients with high-grade serous carcinoma. (D) PFS of patients with high-grade serous carcinoma. (E) OS of patients receiving first-line PARP inhibitor (PARPi) maintenance therapy. (F) PFS of patients receiving first-line PARPi maintenance therapy.

Our study shows that HRD status, identified through genomic scars and HRR gene mutations, predicts platinum sensitivity in EOC. High HRD scores correlate with improved OS and PFS in patients on first-line PARPi maintenance. Moreover, those with high-grade serous carcinoma and HRD positivity had notably higher three- and five-year survival rates, along with extended OS and PFS. Interestingly, a low HRD score was linked to a higher likelihood of relapses, particularly in patients tested within 6 months of diagnosis. Limitations of our study include: 52 patients lacked tissue samples for somatic mutation detection, leaving their HRD status undetermined, and the exclusive focus on Chinese EOC patients may limit the findings' applicability to other populations.

In summary, we adjusted the HRD score using tumour purity and ploidy, resulting in a model that effectively predicts platinum chemotherapy and PARPi efficacy, recurrence and survival, particularly for patients tested within 6 months of diagnosis. Our results aid genetic risk assessment, treatment decisions and prediction prognosis.

AUTHOR CONTRIBUTIONS

Haiqi Su, Lei Li, Ming Wu and Zhen Zhang conceived of the original idea for the study, interpreted the results, carried out the statistical analysis, edited the paper and was the overall guarantor. Lei Li, Yinan Wang and Bao Sun obtained ethical approval, contributed to the preparation of the data set, interpreted results and contributed to drafts of the paper. Xiaopei Chao, Shuru Zhao, Zhen Zhang and Feiyue Wang contributed to the study design, and interpretation of results and commented on drafts of the paper. Huanwen Wu and Yan You conducted the pathological evaluation and reviewed the original materials. All authors have approved the final version of the manuscript.

ACKNOWLEDGEMENTS

This study is supported by the State Key Laboratory for Complex, Severe and Rare Diseases in Peking Union Medical College Hospital, the Key Research Project of Beijing Natural Science Foundation (No. Z220013), by the National High Level Hospital Clinical Research Funding (No. 2022-PUMCH-A-117, 2022-PUMCH-B-083, 2022-PUMCH-C-010, 2022-PUMCH-C-022 and 2022-PUMCH-D-003) and by the China Postdoctoral Science Foundation (No. 2022T150066). The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.

    CONFLICT OF INTEREST STATEMENT

    The authors declare no conflict of interest.

    PATIENT CONSENT STATEMENT

    Informed consent was obtained from the subjects prior to participating in the study.

    DATA AVAILABILITY STATEMENT

    All clinical data and variation data of this study have been contained in the supplement file.

    ETHICS STATEMENT

    The Institutional Review Board of Peking Union Medical College Hospital has approved this study (No.JS-2441). The registration number is NCT04651920 (clinicaltrials.gov, registered on 26 November 2020).

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