Heterogeneity of SSTR2 Expression Assessed by 68Ga-DOTATOC PET/CT Using Coefficient of Variation in Patients with Neuroendocrine Tumors
High levels of somatostatin receptor subtype 2 (SSTR2) are a prerequisite for therapy with unlabeled or labeled somatostatin analogs. However, it is still unclear how the heterogeneity of SSTR2 expression may affect tumor response to therapy. The aim of our study was to test the ability of an imagin...
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creator | Fonti, Rosa Panico, Mariarosaria Pellegrino, Sara Pulcrano, Alessandro Vastarella, Luisa Alessia Torbati, Armin Hakkak Moghadam Giuliano, Mario Palmieri, Giovannella De Placido, Sabino Del Vecchio, Silvana |
description | High levels of somatostatin receptor subtype 2 (SSTR2) are a prerequisite for therapy with unlabeled or labeled somatostatin analogs. However, it is still unclear how the heterogeneity of SSTR2 expression may affect tumor response to therapy. The aim of our study was to test the ability of an imaging parameter such as coefficient of variation (CoV) derived from PET/CT with 68Ga-peptides in the evaluation and quantification of the heterogeneity of SSTR2 expression within primary and metastatic lesions of patients with neuroendocrine tumors. Methods: Thirty-eight patients with pathologically proven neuroendocrine tumors who underwent 68Ga-DOTATOC PET/CT were studied. Primary tumors were localized in the gastroenteropancreatic, bronchopulmonary, and other anatomic districts in 25, 7, and 6 patients, respectively. Malignant lesions were segmented using an automated contouring program and an SUV threshold of more than 2.5 or, in the case of liver lesions, a threshold of 30% of the SUVmax. The imaging parameters SUVmean, CoV, SUVmax, receptor-expressing tumor volume, and total lesion receptor expression were obtained for each lesion. SUVmean, CoV, and SUVmax were also obtained for representative volumes of normal liver and spleen, as well as for the whole pituitary gland. Results: In total, 107 lesions were analyzed, including 35 primary tumors, 32 metastatic lymph nodes, and 40 distant metastases. Average CoVs were 0.49 ± 0.20 for primary tumors, 0.57 ± 0.26 for lymph node metastases, and 0.44 ± 0.20 for distant metastases. The CoVs of malignant lesions were up to 4-fold higher than those of normal tissues (P ≤ 0.0001). Among malignant lesions, the highest CoV was found for bone metastases (0.68 ± 0.20), and it was significantly greater than that of primary lesions (P = 0.01) and liver metastases (P < 0.0001). On the other hand, the lowest CoV was found for liver lesions (0.32 ± 0.07), probably because of the high background uptake. Conclusion: Our findings indicate that the heterogeneity of uptake, reflecting that of SSTR2, varies with the type and site of malignant lesions as assessed by CoVs obtained from 68Ga-DOTATOC PET/CT scans. These observations may be related to different biologic characteristics of tumor lesions in the same patient-differences that may affect their response to treatment with both labeled and unlabeled somatostatin analogs. |
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However, it is still unclear how the heterogeneity of SSTR2 expression may affect tumor response to therapy. The aim of our study was to test the ability of an imaging parameter such as coefficient of variation (CoV) derived from PET/CT with 68Ga-peptides in the evaluation and quantification of the heterogeneity of SSTR2 expression within primary and metastatic lesions of patients with neuroendocrine tumors. Methods: Thirty-eight patients with pathologically proven neuroendocrine tumors who underwent 68Ga-DOTATOC PET/CT were studied. Primary tumors were localized in the gastroenteropancreatic, bronchopulmonary, and other anatomic districts in 25, 7, and 6 patients, respectively. Malignant lesions were segmented using an automated contouring program and an SUV threshold of more than 2.5 or, in the case of liver lesions, a threshold of 30% of the SUVmax. The imaging parameters SUVmean, CoV, SUVmax, receptor-expressing tumor volume, and total lesion receptor expression were obtained for each lesion. SUVmean, CoV, and SUVmax were also obtained for representative volumes of normal liver and spleen, as well as for the whole pituitary gland. Results: In total, 107 lesions were analyzed, including 35 primary tumors, 32 metastatic lymph nodes, and 40 distant metastases. Average CoVs were 0.49 ± 0.20 for primary tumors, 0.57 ± 0.26 for lymph node metastases, and 0.44 ± 0.20 for distant metastases. The CoVs of malignant lesions were up to 4-fold higher than those of normal tissues (P ≤ 0.0001). Among malignant lesions, the highest CoV was found for bone metastases (0.68 ± 0.20), and it was significantly greater than that of primary lesions (P = 0.01) and liver metastases (P < 0.0001). On the other hand, the lowest CoV was found for liver lesions (0.32 ± 0.07), probably because of the high background uptake. Conclusion: Our findings indicate that the heterogeneity of uptake, reflecting that of SSTR2, varies with the type and site of malignant lesions as assessed by CoVs obtained from 68Ga-DOTATOC PET/CT scans. These observations may be related to different biologic characteristics of tumor lesions in the same patient-differences that may affect their response to treatment with both labeled and unlabeled somatostatin analogs.</description><identifier>ISSN: 0161-5505</identifier><identifier>EISSN: 1535-5667</identifier><identifier>DOI: 10.2967/jnumed.121.262928</identifier><language>eng</language><publisher>New York: Society of Nuclear Medicine</publisher><subject>Analogs ; Coefficient of variation ; Computed tomography ; Contouring ; Heterogeneity ; Lesions ; Liver ; Lymph nodes ; Medical imaging ; Metastases ; Metastasis ; Neuroendocrine tumors ; Parameters ; Patients ; Peptides ; Pituitary ; Pituitary gland ; Positron emission ; Positron emission tomography ; Receptors ; Somatostatin ; Somatostatin receptors ; Tomography ; Tumors</subject><ispartof>The Journal of nuclear medicine (1978), 2022-10, Vol.63 (10), p.1509-1514</ispartof><rights>Copyright Society of Nuclear Medicine Oct 1, 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Fonti, Rosa</creatorcontrib><creatorcontrib>Panico, Mariarosaria</creatorcontrib><creatorcontrib>Pellegrino, Sara</creatorcontrib><creatorcontrib>Pulcrano, Alessandro</creatorcontrib><creatorcontrib>Vastarella, Luisa Alessia</creatorcontrib><creatorcontrib>Torbati, Armin Hakkak Moghadam</creatorcontrib><creatorcontrib>Giuliano, Mario</creatorcontrib><creatorcontrib>Palmieri, Giovannella</creatorcontrib><creatorcontrib>De Placido, Sabino</creatorcontrib><creatorcontrib>Del Vecchio, Silvana</creatorcontrib><title>Heterogeneity of SSTR2 Expression Assessed by 68Ga-DOTATOC PET/CT Using Coefficient of Variation in Patients with Neuroendocrine Tumors</title><title>The Journal of nuclear medicine (1978)</title><description>High levels of somatostatin receptor subtype 2 (SSTR2) are a prerequisite for therapy with unlabeled or labeled somatostatin analogs. However, it is still unclear how the heterogeneity of SSTR2 expression may affect tumor response to therapy. The aim of our study was to test the ability of an imaging parameter such as coefficient of variation (CoV) derived from PET/CT with 68Ga-peptides in the evaluation and quantification of the heterogeneity of SSTR2 expression within primary and metastatic lesions of patients with neuroendocrine tumors. Methods: Thirty-eight patients with pathologically proven neuroendocrine tumors who underwent 68Ga-DOTATOC PET/CT were studied. Primary tumors were localized in the gastroenteropancreatic, bronchopulmonary, and other anatomic districts in 25, 7, and 6 patients, respectively. Malignant lesions were segmented using an automated contouring program and an SUV threshold of more than 2.5 or, in the case of liver lesions, a threshold of 30% of the SUVmax. The imaging parameters SUVmean, CoV, SUVmax, receptor-expressing tumor volume, and total lesion receptor expression were obtained for each lesion. SUVmean, CoV, and SUVmax were also obtained for representative volumes of normal liver and spleen, as well as for the whole pituitary gland. Results: In total, 107 lesions were analyzed, including 35 primary tumors, 32 metastatic lymph nodes, and 40 distant metastases. Average CoVs were 0.49 ± 0.20 for primary tumors, 0.57 ± 0.26 for lymph node metastases, and 0.44 ± 0.20 for distant metastases. The CoVs of malignant lesions were up to 4-fold higher than those of normal tissues (P ≤ 0.0001). Among malignant lesions, the highest CoV was found for bone metastases (0.68 ± 0.20), and it was significantly greater than that of primary lesions (P = 0.01) and liver metastases (P < 0.0001). On the other hand, the lowest CoV was found for liver lesions (0.32 ± 0.07), probably because of the high background uptake. Conclusion: Our findings indicate that the heterogeneity of uptake, reflecting that of SSTR2, varies with the type and site of malignant lesions as assessed by CoVs obtained from 68Ga-DOTATOC PET/CT scans. These observations may be related to different biologic characteristics of tumor lesions in the same patient-differences that may affect their response to treatment with both labeled and unlabeled somatostatin analogs.</description><subject>Analogs</subject><subject>Coefficient of variation</subject><subject>Computed tomography</subject><subject>Contouring</subject><subject>Heterogeneity</subject><subject>Lesions</subject><subject>Liver</subject><subject>Lymph nodes</subject><subject>Medical imaging</subject><subject>Metastases</subject><subject>Metastasis</subject><subject>Neuroendocrine tumors</subject><subject>Parameters</subject><subject>Patients</subject><subject>Peptides</subject><subject>Pituitary</subject><subject>Pituitary gland</subject><subject>Positron emission</subject><subject>Positron emission tomography</subject><subject>Receptors</subject><subject>Somatostatin</subject><subject>Somatostatin receptors</subject><subject>Tomography</subject><subject>Tumors</subject><issn>0161-5505</issn><issn>1535-5667</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpdjstOwkAUhidGExF9AHeTuHFTmEvn0iWpCCZEiBS3pE5PcQjMYKeN8gS-tkN05er8Ofn-7xyEbikZsEyq4dZ1e6gGlNEBkyxj-gz1qOAiEVKqc9QjVNJECCIu0VUIW0KI1Fr30PcUWmj8BhzY9oh9jZfL4oXh8dehgRCsd3gUQkxQ4bcjlnpSJg_zYlTMc7wYF8O8wKtg3QbnHuraGguuPVley8aW7aluHV7EFPcBf9r2HT9D13hwlTeNdYCLbu-bcI0u6nIX4OZv9tHqcVzk02Q2nzzlo1lyoDprE20Ul5wSlRoujKJKp9RAVtFUANeE14JJrgWJFKul0LoSZckMA1qJLBUZ76P7X--h8R8dhHa9t8HAblc68F1Yn-qKqeiL6N0_dOu7xsXv1kwxkiku4sUfmOxxBw</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Fonti, Rosa</creator><creator>Panico, Mariarosaria</creator><creator>Pellegrino, Sara</creator><creator>Pulcrano, Alessandro</creator><creator>Vastarella, Luisa Alessia</creator><creator>Torbati, Armin Hakkak Moghadam</creator><creator>Giuliano, Mario</creator><creator>Palmieri, Giovannella</creator><creator>De Placido, Sabino</creator><creator>Del Vecchio, Silvana</creator><general>Society of Nuclear Medicine</general><scope>4T-</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>M7Z</scope><scope>NAPCQ</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>20221001</creationdate><title>Heterogeneity of SSTR2 Expression Assessed by 68Ga-DOTATOC PET/CT Using Coefficient of Variation in Patients with Neuroendocrine Tumors</title><author>Fonti, Rosa ; Panico, Mariarosaria ; Pellegrino, Sara ; Pulcrano, Alessandro ; Vastarella, Luisa Alessia ; Torbati, Armin Hakkak Moghadam ; Giuliano, Mario ; Palmieri, Giovannella ; De Placido, Sabino ; Del Vecchio, Silvana</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p189t-8c73631074c35c717841ce9d145e3803f52638507362f6588d5aa2c2e1d594593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Analogs</topic><topic>Coefficient of variation</topic><topic>Computed tomography</topic><topic>Contouring</topic><topic>Heterogeneity</topic><topic>Lesions</topic><topic>Liver</topic><topic>Lymph nodes</topic><topic>Medical imaging</topic><topic>Metastases</topic><topic>Metastasis</topic><topic>Neuroendocrine tumors</topic><topic>Parameters</topic><topic>Patients</topic><topic>Peptides</topic><topic>Pituitary</topic><topic>Pituitary gland</topic><topic>Positron emission</topic><topic>Positron emission tomography</topic><topic>Receptors</topic><topic>Somatostatin</topic><topic>Somatostatin receptors</topic><topic>Tomography</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fonti, Rosa</creatorcontrib><creatorcontrib>Panico, Mariarosaria</creatorcontrib><creatorcontrib>Pellegrino, Sara</creatorcontrib><creatorcontrib>Pulcrano, Alessandro</creatorcontrib><creatorcontrib>Vastarella, Luisa Alessia</creatorcontrib><creatorcontrib>Torbati, Armin Hakkak Moghadam</creatorcontrib><creatorcontrib>Giuliano, Mario</creatorcontrib><creatorcontrib>Palmieri, Giovannella</creatorcontrib><creatorcontrib>De Placido, Sabino</creatorcontrib><creatorcontrib>Del Vecchio, Silvana</creatorcontrib><collection>Docstoc</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biochemistry Abstracts 1</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>The Journal of nuclear medicine (1978)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fonti, Rosa</au><au>Panico, Mariarosaria</au><au>Pellegrino, Sara</au><au>Pulcrano, Alessandro</au><au>Vastarella, Luisa Alessia</au><au>Torbati, Armin Hakkak Moghadam</au><au>Giuliano, Mario</au><au>Palmieri, Giovannella</au><au>De Placido, Sabino</au><au>Del Vecchio, Silvana</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Heterogeneity of SSTR2 Expression Assessed by 68Ga-DOTATOC PET/CT Using Coefficient of Variation in Patients with Neuroendocrine Tumors</atitle><jtitle>The Journal of nuclear medicine (1978)</jtitle><date>2022-10-01</date><risdate>2022</risdate><volume>63</volume><issue>10</issue><spage>1509</spage><epage>1514</epage><pages>1509-1514</pages><issn>0161-5505</issn><eissn>1535-5667</eissn><abstract>High levels of somatostatin receptor subtype 2 (SSTR2) are a prerequisite for therapy with unlabeled or labeled somatostatin analogs. However, it is still unclear how the heterogeneity of SSTR2 expression may affect tumor response to therapy. The aim of our study was to test the ability of an imaging parameter such as coefficient of variation (CoV) derived from PET/CT with 68Ga-peptides in the evaluation and quantification of the heterogeneity of SSTR2 expression within primary and metastatic lesions of patients with neuroendocrine tumors. Methods: Thirty-eight patients with pathologically proven neuroendocrine tumors who underwent 68Ga-DOTATOC PET/CT were studied. Primary tumors were localized in the gastroenteropancreatic, bronchopulmonary, and other anatomic districts in 25, 7, and 6 patients, respectively. Malignant lesions were segmented using an automated contouring program and an SUV threshold of more than 2.5 or, in the case of liver lesions, a threshold of 30% of the SUVmax. The imaging parameters SUVmean, CoV, SUVmax, receptor-expressing tumor volume, and total lesion receptor expression were obtained for each lesion. SUVmean, CoV, and SUVmax were also obtained for representative volumes of normal liver and spleen, as well as for the whole pituitary gland. Results: In total, 107 lesions were analyzed, including 35 primary tumors, 32 metastatic lymph nodes, and 40 distant metastases. Average CoVs were 0.49 ± 0.20 for primary tumors, 0.57 ± 0.26 for lymph node metastases, and 0.44 ± 0.20 for distant metastases. The CoVs of malignant lesions were up to 4-fold higher than those of normal tissues (P ≤ 0.0001). Among malignant lesions, the highest CoV was found for bone metastases (0.68 ± 0.20), and it was significantly greater than that of primary lesions (P = 0.01) and liver metastases (P < 0.0001). On the other hand, the lowest CoV was found for liver lesions (0.32 ± 0.07), probably because of the high background uptake. Conclusion: Our findings indicate that the heterogeneity of uptake, reflecting that of SSTR2, varies with the type and site of malignant lesions as assessed by CoVs obtained from 68Ga-DOTATOC PET/CT scans. These observations may be related to different biologic characteristics of tumor lesions in the same patient-differences that may affect their response to treatment with both labeled and unlabeled somatostatin analogs.</abstract><cop>New York</cop><pub>Society of Nuclear Medicine</pub><doi>10.2967/jnumed.121.262928</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analogs Coefficient of variation Computed tomography Contouring Heterogeneity Lesions Liver Lymph nodes Medical imaging Metastases Metastasis Neuroendocrine tumors Parameters Patients Peptides Pituitary Pituitary gland Positron emission Positron emission tomography Receptors Somatostatin Somatostatin receptors Tomography Tumors |
title | Heterogeneity of SSTR2 Expression Assessed by 68Ga-DOTATOC PET/CT Using Coefficient of Variation in Patients with Neuroendocrine Tumors |
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