Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Multicenter Study
. 2023 Jul;308(1):e222148.
doi: 10.1148/radiol.222148.

Response Evaluation Criteria in PSMA PET/CT (RECIP 1.0) in Metastatic Castration-resistant Prostate Cancer

Affiliations
Multicenter Study

Response Evaluation Criteria in PSMA PET/CT (RECIP 1.0) in Metastatic Castration-resistant Prostate Cancer

Andrei Gafita et al. Radiology. 2023 Jul.

Abstract

Background Response Evaluation Criteria in Prostate-specific Membrane Antigen (PSMA) PET/CT (RECIP 1.0) initially integrated software-based quantitative assessment of PSMA-positive total tumor volume (TTV). Clinical implementation of such software is not expected soon, limiting the use of RECIP in practice. Purpose To assess the agreement of RECIP determined using tumor segmentation software (quantitative RECIP) with RECIP determined by qualitative reads by nuclear medicine physicians (visual RECIP) for response evaluation in metastatic castration-resistant prostate cancer. Materials and Methods This multicenter retrospective study at three academic centers included men who received lutetium 177 (177Lu) PSMA treatment between December 2014 and July 2019. PSMA PET/CT images at baseline and 12 weeks were assessed qualitatively by five readers for changes in TTV and for new lesions. Quantitative changes in TTV were also measured using tumor segmentation software. The status of new lesions was combined with qualitative changes in TTV to determine visual RECIP and with quantitative changes in TTV to determine quantitative RECIP. The primary outcomes were the agreement between visual and quantitative RECIP and the interreader reliability of visual RECIP according to the Fleiss κ. The secondary outcome was the association of visual RECIP with overall survival according to Cox regression. Results A total of 124 men (median age, 73 years [IQR, 67-76 years]) were included. Forty (32%) and 84 (68%) men had quantitative RECIP progressive disease (PD) and non-PD, respectively. Agreement between visual versus quantitative RECIP was excellent (κ = 0.89; 118 of 124 men [95%]). Agreement among readers in classifying visual RECIP PD versus non-PD was excellent (κ = 0.81; 103 of 124 men [83%]). RECIP PD was associated with significantly shorter overall survival compared with non-PD (hazard ratio, 2.6 [95% CI: 1.7, 3.8]; P < .001). Conclusion Qualitatively assessed RECIP demonstrated excellent agreement with quantitative RECIP and excellent interreader reliability and can be readily implemented in clinical practice for response evaluation in men with metastatic castration-resistant prostate cancer undergoing 177Lu-PSMA therapy. © RSNA, 2023 Supplemental material is available for this article.

PubMed Disclaimer

Conflict of interest statement

Disclosures of conflicts of interest: A.G. No relevant relationships. L.D. No relevant relationships. I.R. No relevant relationships. W.P.F. Grants from SOFIE Biosciences and Bayer; consulting and/or speaker’s fees from Bayer, Janssen, Calyx, Novartis, Eczacıbaşı-Monrol, and Telix. B.H. Grants to institution from Advanced Accelerator Applications/Novartis, BMS, and the German Research Foundation; consulting fees from ABX, Amgen, AstraZeneca, Bayer, BMS, Janssen, Lightpoint Medical, and Pfizer; payment for lectures from Janssen; support for travel or attending meetings from Bayer and Janssen; participation on a data safety monitoring board or advisory board for Janssen. S.P.R. Grants from the National Institutes of Health, Department of Defense, Novartis, Curium, and Lantheus; licensed intellectual property to Precision Molecular and PlenaryAI; consulting fees from Lantheus, Imaging Endpoints, Precision Molecular, and PlenaryAI; speakers’ bureau payment from Lantheus; patents for radiopharmaceuticals targeting CAIX and FAP and for machine learning approaches to PET imaging; advisory board membership for Lantheus and Regeneron; stock or stock options in D&D Pharmatech and PlenaryAI. K.H. Grant from Boston Scientific; consulting fees from Bayer, SOFIE Biosciences, Sirtex, Advanced Accelerator Applications, Novartis, Curium, Boston Scientific, Ipsen, Siemens Healthineers, GE Healthcare, Amgen, Y-mAbs, Aktis Oncology, Theragnostics, Pharma15, Debiopharm, AstraZeneca, and Janssen; payment for lectures from Bayer, SOFIE Biosciences, Sirtex, Advanced Accelerator Applications, Novartis, Curium, Boston Scientific, Ipsen, Siemens Healthineers, GE Healthcare, Amgen, Y-mAbs, Aktis Oncology, Theragnostics, Pharma15, Debiopharm, AstraZeneca, and Janssen; support for travel or attending meetings from Bayer, SOFIE Biosciences, Sirtex, Advanced Accelerator Applications, Novartis, Curium, Boston Scientific, Ipsen, Siemens Healthineers, GE Healthcare, Amgen, Y-mAbs, Aktis Oncology, Theragnostics, Pharma15, Debiopharm, AstraZeneca, and Janssen; participation on a data safety monitoring board or advisory board for Bayer, SOFIE Biosciences, Sirtex, Advanced Accelerator Applications, Novartis, Curium, Boston Scientific, Ipsen, Siemens Healthineers, GE Healthcare, Amgen, Y-mAbs, Aktis Oncology, Theragnostics, Pharma15, Debiopharm, AstraZeneca, and Janssen; chair of the European Association of Nuclear Medicine Oncology & Theranostics Committee; stock or stock options in SOFIE Biosciences, AdvanCell, and Theragnostics. J.C. Grants to institution from Lantheus and Point Biopharma; consulting fees from Amgen, Astellas, Bayer, Blue Earth Diagnostics, Curium, DS Pharma, GE Healthcare, Isoray, Janssen, Lantheus, Lightpoint Medical, Novartis, Point Biopharma, Progenics Pharmaceuticals, RadioMedix, Sanofi, SOFIE Biosciences, and Telix; payment for lectures from IBA Radiopharma, Lantheus, Novartis, and Telix; participation on a data safety monitoring board or advisory board for RadioMedix. M.R. Grants or awards from the National Cancer Institute, Department of Veteran Affairs, Prostate Cancer Foundation, Progenics, NCCN/Pfizer/Myovant, and Merck; consulting fees from Ambryx, Amgen, Milagen, Orphagen, Myovant, and Roivant-Oncopia; payment for lectures from Bayer, Janssen, and Clovis; patent for inhibitors of the androgen receptor N-terminal domain; participation on a data safety monitoring board or advisory board for AstraZeneca, Bayer, Johnson & Johnson, and Myovant; leadership or fiduciary role in Aravalent, Oncovalent, and Suvalent. M.E. Grants to institution from BED and Bayer; consulting fees through institution from Novartis, BED, Telix, Janssen, and Point Biopharma; payment for lectures to institution from Novartis and Eckert & Ziegler; payment for image review from Parexel/Bioclinica; support for attending meetings or travel to institution from BED and Novartis; patent claim for rhPSMA; member of the European Association of Nuclear Medicine Theranostic Committee. M.W. Consulting fees from Boston Scientific; payment for lectures from Eli Lilly and Terumo; participation on a data safety monitoring board or advisory board from Advanced Accelerator Applications. M.R.B. No relevant relationships. A.F. No relevant relationships.

Figures

None
Graphical abstract
Study flowchart. In total, 287 men were screened at three academic
centers. Of these, 156 (54%) did not meet inclusion criteria and were
excluded. A total of 131 men (46%) met inclusion criteria and were
considered for analyses. Seven of 131 men (5%) were lost to follow-up and
excluded from the final analysis. Finally, 124 of 287 men (43%) were
included in this study. 177Lu = lutetium 177, mCRPC = metastatic
castration-resistant prostate cancer, PSMA = prostate-specific membrane
antigen.
Figure 1:
Study flowchart. In total, 287 men were screened at three academic centers. Of these, 156 (54%) did not meet inclusion criteria and were excluded. A total of 131 men (46%) met inclusion criteria and were considered for analyses. Seven of 131 men (5%) were lost to follow-up and excluded from the final analysis. Finally, 124 of 287 men (43%) were included in this study. 177Lu = lutetium 177, mCRPC = metastatic castration-resistant prostate cancer, PSMA = prostate-specific membrane antigen.
Pictorial representation of visual Response Evaluation Criteria in
Prostate-specific Membrane Antigen (PSMA) PET/CT (RECIP) and quantitative
RECIP. RECIP combines changes in PSMA-positive total tumor volume (TTV) and
the occurrence of new lesions. Changes in TTV can be determined
quantitatively by using tumor segmentation software and combined with the
occurrence of new lesions to calculate quantitative RECIP. Changes in TTV
can be determined qualitatively by nuclear medicine physicians and combined
with the occurrence of new lesions to calculate visual RECIP.
Figure 2:
Pictorial representation of visual Response Evaluation Criteria in Prostate-specific Membrane Antigen (PSMA) PET/CT (RECIP) and quantitative RECIP. RECIP combines changes in PSMA-positive total tumor volume (TTV) and the occurrence of new lesions. Changes in TTV can be determined quantitatively by using tumor segmentation software and combined with the occurrence of new lesions to calculate quantitative RECIP. Changes in TTV can be determined qualitatively by nuclear medicine physicians and combined with the occurrence of new lesions to calculate visual RECIP.
Patient examples of agreement between visual Response Evaluation
Criteria in Prostate-specific Membrane Antigen (PSMA) PET/CT (RECIP) and
quantitative RECIP. (A) Baseline and interim fluorine 18 rhPSMA-7.3 PET
maximum intensity projection images in a 53-year-old man with metastatic
castration-resistant prostate cancer previously treated with docetaxel,
abiraterone, enzalutamide, and radium 223. The serum prostate-specific
antigen value at baseline was 1457 ng/mL and increased after two cycles of
lutetium 177 (177Lu) PSMA to 2598 ng/mL (78% increase). 177Lu-PSMA was
discontinued after two cycles. All five readers detected at least one new
lesion at the interim PET examination and classified this patient as having
progression in PSMA-positive total tumor volume (TTV) and progressive
disease (PD) according to visual RECIP. Quantitative analysis of TTV also
showed progression in TTV from 1222 mL at baseline to 2158 mL at interim PET
(77% increase). The tumor lesions were annotated using qPSMA software,
version 1.0, and are highlighted in red on the maximum intensity projection
images. Overall survival was 9.2 months. (B) Baseline and interim gallium 68
PSMA-11 PET maximum intensity projection images in a 78-year-old man with
metastatic castration-resistant prostate cancer previously treated with
docetaxel, abiraterone, and enzalutamide. The serum prostate-specific
antigen level at baseline was 24 ng/mL and declined after two cycles of
177Lu-PSMA to 11 ng/mL (55% decrease). All five readers detected no new
lesions at the interim PET examination and classified this as nonprogression
in TTV and non-PD according to visual RECIP. Quantitative analysis of TTV
showed a decline from 256 mL at baseline to 87 mL at interim PET (66%
decrease) and non-PD according to quantitative RECIP. The tumor lesions
delineated after tumor segmentation are highlighted in red on the maximum
intensity projection images. A total of six cycles of 177Lu-PSMA were
administered. Overall survival was 21.7 months.
Figure 3:
Patient examples of agreement between visual Response Evaluation Criteria in Prostate-specific Membrane Antigen (PSMA) PET/CT (RECIP) and quantitative RECIP. (A) Baseline and interim fluorine 18 rhPSMA-7.3 PET maximum intensity projection images in a 53-year-old man with metastatic castration-resistant prostate cancer previously treated with docetaxel, abiraterone, enzalutamide, and radium 223. The serum prostate-specific antigen value at baseline was 1457 ng/mL and increased after two cycles of lutetium 177 (177Lu) PSMA to 2598 ng/mL (78% increase). 177Lu-PSMA was discontinued after two cycles. All five readers detected at least one new lesion at the interim PET examination and classified this patient as having progression in PSMA-positive total tumor volume (TTV) and progressive disease (PD) according to visual RECIP. Quantitative analysis of TTV also showed progression in TTV from 1222 mL at baseline to 2158 mL at interim PET (77% increase). The tumor lesions were annotated using qPSMA software, version 1.0, and are highlighted in red on the maximum intensity projection images. Overall survival was 9.2 months. (B) Baseline and interim gallium 68 PSMA-11 PET maximum intensity projection images in a 78-year-old man with metastatic castration-resistant prostate cancer previously treated with docetaxel, abiraterone, and enzalutamide. The serum prostate-specific antigen level at baseline was 24 ng/mL and declined after two cycles of 177Lu-PSMA to 11 ng/mL (55% decrease). All five readers detected no new lesions at the interim PET examination and classified this as nonprogression in TTV and non-PD according to visual RECIP. Quantitative analysis of TTV showed a decline from 256 mL at baseline to 87 mL at interim PET (66% decrease) and non-PD according to quantitative RECIP. The tumor lesions delineated after tumor segmentation are highlighted in red on the maximum intensity projection images. A total of six cycles of 177Lu-PSMA were administered. Overall survival was 21.7 months.
Patient examples of disagreement between visual Response Evaluation
Criteria in Prostate-specific Membrane Antigen (PSMA) PET/CT (RECIP) and
quantitative RECIP. (A) Fluorine 18 rhPSMA-7.3 PET maximum intensity
projection images in a 77-year-old man with metastatic castration-resistant
prostate cancer previously treated with docetaxel, abiraterone, and
enzalutamide. The serum prostate-specific antigen level at baseline was 2547
ng/mL and declined after two cycles of lutetium 177 (177Lu) PSMA to 1866
ng/mL (27% decrease). All readers detected at least one new lesion at the
interim PET examination. Three of five readers classified disease in this
patient as nonprogression in PSMA-positive total tumor volume (TTV)
(majority rule), which resulted in non–progressive disease (PD)
according to visual RECIP. Quantitative analysis of TTV showed an increase
from 1978 mL at baseline to 2567 mL at interim PET (30% increase;
progression), and it was classified as PD according to quantitative RECIP.
The tumor lesions were annotated using qPSMA software, version 1.0, and are
highlighted in red on the maximum intensity projection images. A total of
four cycles of 177Lu-PSMA were applied. Overall survival was 13.1 months.
(B) Gallium 68 PSMA-11 PET maximum intensity projection images in a
69-year-old man with metastatic castration-resistant prostate cancer
previously treated with abiraterone and enzalutamide and unfit for
chemotherapy. The serum prostate-specific antigen level at baseline was 89
ng/mL and increased after two cycles of 177Lu-PSMA to 138 ng/mL (55%
increase). All readers detected at least one new lesion at the interim PSMA
PET/CT examination. Four of five readers classified this patient as having
progression in TTV (majority rule), which resulted in PD according to visual
RECIP. Quantitative analysis of TTV showed an increase from 351 mL at
baseline to 373 mL on interim PET (6% increase; nonprogression), which
resulted in non-PD according to quantitative RECIP. The tumor lesions are
highlighted in red on the maximum intensity projection images. The treatment
with 177Lu-PSMA was discontinued after two cycles. The overall survival in
this patient was 20.5 months.
Figure 4:
Patient examples of disagreement between visual Response Evaluation Criteria in Prostate-specific Membrane Antigen (PSMA) PET/CT (RECIP) and quantitative RECIP. (A) Fluorine 18 rhPSMA-7.3 PET maximum intensity projection images in a 77-year-old man with metastatic castration-resistant prostate cancer previously treated with docetaxel, abiraterone, and enzalutamide. The serum prostate-specific antigen level at baseline was 2547 ng/mL and declined after two cycles of lutetium 177 (177Lu) PSMA to 1866 ng/mL (27% decrease). All readers detected at least one new lesion at the interim PET examination. Three of five readers classified disease in this patient as nonprogression in PSMA-positive total tumor volume (TTV) (majority rule), which resulted in non–progressive disease (PD) according to visual RECIP. Quantitative analysis of TTV showed an increase from 1978 mL at baseline to 2567 mL at interim PET (30% increase; progression), and it was classified as PD according to quantitative RECIP. The tumor lesions were annotated using qPSMA software, version 1.0, and are highlighted in red on the maximum intensity projection images. A total of four cycles of 177Lu-PSMA were applied. Overall survival was 13.1 months. (B) Gallium 68 PSMA-11 PET maximum intensity projection images in a 69-year-old man with metastatic castration-resistant prostate cancer previously treated with abiraterone and enzalutamide and unfit for chemotherapy. The serum prostate-specific antigen level at baseline was 89 ng/mL and increased after two cycles of 177Lu-PSMA to 138 ng/mL (55% increase). All readers detected at least one new lesion at the interim PSMA PET/CT examination. Four of five readers classified this patient as having progression in TTV (majority rule), which resulted in PD according to visual RECIP. Quantitative analysis of TTV showed an increase from 351 mL at baseline to 373 mL on interim PET (6% increase; nonprogression), which resulted in non-PD according to quantitative RECIP. The tumor lesions are highlighted in red on the maximum intensity projection images. The treatment with 177Lu-PSMA was discontinued after two cycles. The overall survival in this patient was 20.5 months.
Bar graphs show results of independent reads (A) for visual Response
Evaluation Criteria in Prostate-specific Membrane Antigen PET/CT (RECIP)
progressive disease (PD) versus non-PD (nPD) and (B) for classifying disease
into visual RECIP PD, RECIP stable disease (SD), or RECIP partial response
(PR).
Figure 5:
Bar graphs show results of independent reads (A) for visual Response Evaluation Criteria in Prostate-specific Membrane Antigen PET/CT (RECIP) progressive disease (PD) versus non-PD (nPD) and (B) for classifying disease into visual RECIP PD, RECIP stable disease (SD), or RECIP partial response (PR).
Kaplan-Meier plots show the association of overall survival with (A,
B) visual Response Evaluation Criteria in Prostate-specific Membrane Antigen
PET/CT (RECIP) and (C, D) quantitative RECIP determined by the
readers’ majority rule. PD = progressive disease, PR = partial
response, SD = stable disease.
Figure 6:
Kaplan-Meier plots show the association of overall survival with (A, B) visual Response Evaluation Criteria in Prostate-specific Membrane Antigen PET/CT (RECIP) and (C, D) quantitative RECIP determined by the readers’ majority rule. PD = progressive disease, PR = partial response, SD = stable disease.

References

    1. Scher HI , Morris MJ , Stadler WM , et al. . Trial design and objectives for castration-resistant prostate cancer: updated recommendations from the Prostate Cancer Clinical Trials Working Group 3 . J Clin Oncol 2016. ; 34 ( 12 ): 1402 – 1418 . - PMC - PubMed
    1. Hofman MS , Lawrentschuk N , Francis RJ , et al. . Prostate-specific membrane antigen PET-CT in patients with high-risk prostate cancer before curative-intent surgery or radiotherapy (proPSMA): a prospective, randomised, multicentre study . Lancet 2020. ; 395 ( 10231 ): 1208 – 1216 . - PubMed
    1. Gafita A , Rauscher I , Weber M , et al. . Novel framework for treatment response evaluation using PSMA PET/CT in patients with metastatic castration-resistant prostate cancer (RECIP 1.0): an international multicenter study . J Nucl Med 2022. ; 63 ( 11 ): 1651 – 1658 . - PMC - PubMed
    1. Gafita A , Rauscher I , Fendler WP , et al. . Measuring response in metastatic castration-resistant prostate cancer using PSMA PET/CT: comparison of RECIST 1.1, aPCWG3, aPERCIST, PPP, and RECIP 1.0 criteria . Eur J Nucl Med Mol Imaging 2022. ; 49 ( 12 ): 4271 – 4281 . - PubMed
    1. Gafita A , Calais J , Grogan TR , et al. . Nomograms to predict outcomes after 177Lu-PSMA therapy in men with metastatic castration-resistant prostate cancer: an international, multicentre, retrospective study . Lancet Oncol 2021. ; 22 ( 8 ): 1115 – 1125 . - PubMed

Publication types

LinkOut - more resources