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1.
Cell ; 175(3): 751-765.e16, 2018 10 18.
Article in English | MEDLINE | ID: mdl-30318143

ABSTRACT

We examined how the immune microenvironment molds tumor evolution at different metastatic organs in a longitudinal dataset of colorectal cancer. Through multiplexed analyses, we showed that clonal evolution patterns during metastatic progression depend on the immune contexture at the metastatic site. Genetic evidence of neoantigen depletion was observed in the sites with high Immunoscore and spatial proximity between Ki67+ tumor cells and CD3+ cells. The immunoedited tumor clones were eliminated and did not recur, while progressing clones were immune privileged, despite the presence of tumor-infiltrating lymphocytes. Characterization of immune-privileged metastases revealed tumor-intrinsic and tumor-extrinsic mechanisms of escape. The lowest recurrence risk was associated with high Immunoscore, occurrence of immunoediting, and low tumor burden. We propose a parallel selection model of metastatic progression, where branched evolution could be traced back to immune-escaping clones. The findings could inform the understanding of cancer dissemination and the development of immunotherapeutics.


Subject(s)
Leukemic Infiltration/immunology , Models, Statistical , Neoplasms/immunology , Tumor Burden/immunology , Humans , Lymphocytes, Tumor-Infiltrating/immunology , Neoplasm Metastasis , Neoplasms/genetics , Neoplasms/pathology , Tumor Microenvironment/immunology
2.
Immunity ; 44(3): 698-711, 2016 Mar 15.
Article in English | MEDLINE | ID: mdl-26982367

ABSTRACT

Microsatellite instability in colorectal cancer predicts favorable outcomes. However, the mechanistic relationship between microsatellite instability, tumor-infiltrating immune cells, Immunoscore, and their impact on patient survival remains to be elucidated. We found significant differences in mutational patterns, chromosomal instability, and gene expression that correlated with patient microsatellite instability status. A prominent immune gene expression was observed in microsatellite-instable (MSI) tumors, as well as in a subgroup of microsatellite-stable (MSS) tumors. MSI tumors had increased frameshift mutations, showed genetic evidence of immunoediting, had higher densities of Th1, effector-memory T cells, in situ proliferating T cells, and inhibitory PD1-PDL1 cells, had high Immunoscores, and were infiltrated with mutation-specific cytotoxic T cells. Multivariate analysis revealed that Immunoscore was superior to microsatellite instability in predicting patients' disease-specific recurrence and survival. These findings indicate that assessment of the immune status via Immunoscore provides a potent indicator of tumor recurrence beyond microsatellite-instability staging that could be an important guide for immunotherapy strategies.


Subject(s)
Colorectal Neoplasms/diagnosis , Immunoassay/methods , Pathology, Molecular/methods , T-Lymphocyte Subsets/immunology , Th1 Cells/immunology , Aged , Aged, 80 and over , Cells, Cultured , Colorectal Neoplasms/mortality , Cytotoxicity Tests, Immunologic , DNA Mutational Analysis , Female , Frameshift Mutation/genetics , Humans , Immunologic Memory , Male , Microsatellite Instability , Microsatellite Repeats , Predictive Value of Tests , Prognosis , Survival Analysis , Transcriptome
3.
Immunity ; 39(4): 782-95, 2013 Oct 17.
Article in English | MEDLINE | ID: mdl-24138885

ABSTRACT

The complex interactions between tumors and their microenvironment remain to be elucidated. Combining large-scale approaches, we examined the spatio-temporal dynamics of 28 different immune cell types (immunome) infiltrating tumors. We found that the immune infiltrate composition changed at each tumor stage and that particular cells had a major impact on survival. Densities of T follicular helper (Tfh) cells and innate cells increased, whereas most T cell densities decreased along with tumor progression. The number of B cells, which are key players in the core immune network and are associated with prolonged survival, increased at a late stage and showed a dual effect on recurrence and tumor progression. The immune control relevance was demonstrated in three endoscopic orthotopic colon-cancer mouse models. Genomic instability of the chemokine CXCL13 was a mechanism associated with Tfh and B cell infiltration. CXCL13 and IL21 were pivotal factors for the Tfh/B cell axis correlating with survival. This integrative study reveals the immune landscape in human colorectal cancer and the major hallmarks of the microenvironment associated with tumor progression and recurrence.


Subject(s)
B-Lymphocytes/immunology , Carcinoma/immunology , Chemokine CXCL13/immunology , Colorectal Neoplasms/immunology , Interleukins/immunology , Neoplasm Recurrence, Local/immunology , T-Lymphocytes, Helper-Inducer/immunology , Animals , B-Lymphocytes/pathology , Carcinoma/genetics , Carcinoma/mortality , Carcinoma/pathology , Cell Movement , Chemokine CXCL13/genetics , Colorectal Neoplasms/genetics , Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Gene Expression Profiling , Gene Expression Regulation , Humans , Immunity, Innate , Interleukins/genetics , Lymphocyte Count , Mice , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Protein Stability , Survival Analysis , T-Lymphocytes, Helper-Inducer/pathology , Tumor Microenvironment/immunology
4.
Cancers (Basel) ; 15(16)2023 Aug 10.
Article in English | MEDLINE | ID: mdl-37627073

ABSTRACT

BACKGROUND: The Immunoscore (IS) is a quantitative digital pathology assay that evaluates the immune response in cancer patients. This study reports on the reproducibility of pathologists' visual assessment of CD3+- and CD8+-stained colon tumors, compared to IS quantification. METHODS: An international group of expert pathologists evaluated 540 images from 270 randomly selected colon cancer (CC) cases. Concordance between pathologists' T-score, corresponding hematoxylin-eosin (H&E) slides, and the digital IS was evaluated for two- and three-category IS. RESULTS: Non-concordant T-scores were reported in more than 92% of cases. Disagreement between semi-quantitative visual assessment of T-score and the reference IS was observed in 91% and 96% of cases before and after training, respectively. Statistical analyses showed that the concordance index between pathologists and the digital IS was weak in two- and three-category IS, respectively. After training, 42% of cases had a change in T-score, but no improvement was observed with a Kappa of 0.465 and 0.374. For the 20% of patients around the cut points, no concordance was observed between pathologists and digital pathology analysis in both two- and three-category IS, before or after training (all Kappa < 0.12). CONCLUSIONS: The standardized IS assay outperformed expert pathologists' T-score evaluation in the clinical setting. This study demonstrates that digital pathology, in particular digital IS, represents a novel generation of immune pathology tools for reproducible and quantitative assessment of tumor-infiltrated immune cell subtypes.

5.
Cancers (Basel) ; 15(2)2023 Jan 08.
Article in English | MEDLINE | ID: mdl-36672367

ABSTRACT

Background: The prognostic value of Immunoscore was evaluated in Stage II/III colon cancer (CC) patients, but it remains unclear in Stage I/II, and in early-stage subgroups at risk. An international Society for Immunotherapy of Cancer (SITC) study evaluated the pre-defined consensus Immunoscore in tumors from 1885 AJCC/UICC-TNM Stage I/II CC patients from Canada/USA (Cohort 1) and Europe/Asia (Cohort 2). METHODS: Digital-pathology is used to quantify the densities of CD3+ and CD8+ T-lymphocyte in the center of tumor (CT) and the invasive margin (IM). The time to recurrence (TTR) was the primary endpoint. Secondary endpoints were disease-free survival (DFS), overall survival (OS), prognosis in Stage I, Stage II, Stage II-high-risk, and microsatellite-stable (MSS) patients. RESULTS: High-Immunoscore presented with the lowest risk of recurrence in both cohorts. In Stage I/II, recurrence-free rates at 5 years were 78.4% (95%-CI, 74.4−82.6), 88.1% (95%-CI, 85.7−90.4), 93.4% (95%-CI, 91.1−95.8) in low, intermediate and high Immunoscore, respectively (HR (Hi vs. Lo) = 0.27 (95%-CI, 0.18−0.41); p < 0.0001). In Cox multivariable analysis, the association of Immunoscore to outcome was independent (TTR: HR (Hi vs. Lo) = 0.29, (95%-CI, 0.17−0.50); p < 0.0001) of the patient's gender, T-stage, sidedness, and microsatellite instability-status (MSI). A significant association of Immunoscore with survival was found for Stage II, high-risk Stage II, T4N0 and MSS patients. The Immunoscore also showed significant association with TTR in Stage-I (HR (Hi vs. Lo) = 0.07 (95%-CI, 0.01−0.61); P = 0.016). The Immunoscore had the strongest (69.5%) contribution χ2 for influencing survival. Patients with a high Immunoscore had prolonged TTR in T4N0 tumors even for patients not receiving chemotherapy, and the Immunoscore remained the only significant parameter in multivariable analysis. CONCLUSION: In early CC, low Immunoscore reliably identifies patients at risk of relapse for whom a more intensive surveillance program or adjuvant treatment should be considered.

6.
J Pathol Clin Res ; 7(1): 27-41, 2021 01.
Article in English | MEDLINE | ID: mdl-32902189

ABSTRACT

Surgical resection of colorectal liver metastases combined with systemic treatment aims to maximize patient survival. However, recurrence rates are very high postsurgery. In order to assess patient prognosis after metastasis resection, we evaluated the main patho-molecular and immune parameters of all surgical specimens. Two hundred twenty-one patients who underwent, after different preoperative treatment, curative resection of 582 metastases were analyzed. Clinicopathological parameters, RAS tumor mutation, and the consensus Immunoscore (I) were assessed for all patients. Overall survival (OS) and time to relapse (TTR) were estimated using the Kaplan-Meier method and compared by log-rank tests. Cox proportional hazard models were used for uni- and multivariate analysis. Immunoscore and clinicopathological parameters (number of metastases, surgical margin, histopathological growth pattern, and steatohepatitis) were associated with relapse in multivariate analysis. Overall, pathological score (PS) that combines relevant clinicopathological factors for relapse, and I, were prognostic for TTR (2-year TTR rate PS 0-1: 49.8.% (95% CI: 42.2-58.8) versus PS 2-4: 20.9% (95% CI: 13.4-32.8), hazard ratio (HR) = 2.54 (95% CI: 1.82-3.53), p < 0.0000; and 2-year TTR rate I 0: 25.7% (95% CI: 16.3-40.5) versus I 3-4: 60% (95% CI: 47.2-76.3), HR = 2.87 (95% CI: 1.73-4.75), p = 0.0000). Immunoscore was also prognostic for OS (HR [I 3-4 versus I 0] = 4.25, 95% CI: 1.95-9.23; p = 0.0001). Immunoscore (HR [I 3-4 versus I 0] = 0.27, 95% CI: 0.12-0.58; p = 0.0009) and RAS mutation (HR [mutated versus WT] = 1.66, 95% CI: 1.06-2.58; p = 0.0265) were significant for OS. In conclusion, PS including relevant clinicopathological parameters and Immunoscore permit stratification of stage IV colorectal cancer patient prognosis in terms of TTR and identify patients with higher risk of recurrence. Immunoscore remains the major prognostic factor for OS.


Subject(s)
Biomarkers, Tumor/genetics , Colorectal Neoplasms/pathology , Decision Support Techniques , Genes, ras , Liver Neoplasms/diagnosis , Mutation , Tumor Microenvironment/immunology , Adult , Aged , Aged, 80 and over , Female , Genetic Predisposition to Disease , Hepatectomy , Humans , Liver Neoplasms/genetics , Liver Neoplasms/immunology , Liver Neoplasms/secondary , Male , Metastasectomy , Middle Aged , Phenotype , Predictive Value of Tests , Retrospective Studies , Risk Assessment , Risk Factors , Treatment Outcome
7.
Methods Enzymol ; 636: 109-128, 2020.
Article in English | MEDLINE | ID: mdl-32178816

ABSTRACT

The past two decades witnessed the appreciation of the importance of specific tumor-infiltrating immune cells in influencing tumor evolution. The discovery that a favorable immune contexture is linked to a prolonged patients' survival, and more specifically that intratumoral cytotoxic T lymphocytes hold powerful prognostic value, provided the foundations for the development of the Immunoscore. Immunoscore is a digital pathology, IHC-based immune assay measuring the densities of CD3+ and CD8+ T cells at different tumor locations, linking them with patients' clinical outcome. The present chapter provides a detailed overview of the assay development and procedure, from the bench to the data analysis, and of the internationally approved and validated guidelines to perform a consensus Immunoscore for colon cancer patients. Assay strengths and limitations are also discussed, as well as the clinical implications of its introduction in routine practice.


Subject(s)
Lymphocytes, Tumor-Infiltrating , Neoplasms , CD8-Positive T-Lymphocytes/pathology , Humans , Lymphocytes, Tumor-Infiltrating/pathology , Neoplasm Staging , Neoplasms/pathology , Prognosis
8.
J Clin Oncol ; 38(31): 3638-3651, 2020 11 01.
Article in English | MEDLINE | ID: mdl-32897827

ABSTRACT

PURPOSE: The purpose of this study was to evaluate the prognostic value of Immunoscore in patients with stage III colon cancer (CC) and to analyze its association with the effect of chemotherapy on time to recurrence (TTR). METHODS: An international study led by the Society for Immunotherapy of Cancer evaluated the predefined consensus Immunoscore in 763 patients with American Joint Committee on Cancer/Union for International Cancer Control TNM stage III CC from cohort 1 (Canada/United States) and cohort 2 (Europe/Asia). CD3+ and cytotoxic CD8+ T lymphocyte densities were quantified in the tumor and invasive margin by digital pathology. The primary end point was TTR. Secondary end points were overall survival (OS), disease-free survival (DFS), prognosis in microsatellite stable (MSS) status, and predictive value of efficacy of chemotherapy. RESULTS: Patients with a high Immunoscore presented with the lowest risk of recurrence, in both cohorts. Recurrence-free rates at 3 years were 56.9% (95% CI, 50.3% to 64.4%), 65.9% (95% CI, 60.8% to 71.4%), and 76.4% (95% CI, 69.3% to 84.3%) in patients with low, intermediate, and high immunoscores, respectively (hazard ratio [HR; high v low], 0.48; 95% CI, 0.32 to 0.71; P = .0003). Patients with high Immunoscore showed significant association with prolonged TTR, OS, and DFS (all P < .001). In Cox multivariable analysis stratified by participating center, Immunoscore association with TTR was independent (HR [high v low], 0.41; 95% CI, 0.25 to 0.67; P = .0003) of patient's sex, T stage, N stage, sidedness, and microsatellite instability status. Significant association of a high Immunoscore with prolonged TTR was also found among MSS patients (HR [high v low], 0.36; 95% CI, 0.21 to 0.62; P = .0003). Immunoscore had the strongest contribution χ2 proportion for influencing survival (TTR and OS). Chemotherapy was significantly associated with survival in the high-Immunoscore group for both low-risk (HR [chemotherapy v no chemotherapy], 0.42; 95% CI, 0.25 to 0.71; P = .0011) and high-risk (HR [chemotherapy v no chemotherapy], 0.5; 95% CI, 0.33 to 0.77; P = .0015) patients, in contrast to the low-Immunoscore group (P > .12). CONCLUSION: This study shows that a high Immunoscore significantly associated with prolonged survival in stage III CC. Our findings suggest that patients with a high Immunoscore will benefit the most from chemotherapy in terms of recurrence risk.


Subject(s)
Antineoplastic Agents/therapeutic use , CD8-Positive T-Lymphocytes , Colonic Neoplasms/drug therapy , Colonic Neoplasms/immunology , Neoplasm Recurrence, Local/immunology , Aged , Aged, 80 and over , CD3 Complex/metabolism , CD8-Positive T-Lymphocytes/metabolism , Chemotherapy, Adjuvant , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Disease-Free Survival , Female , Humans , Lymphocyte Count , Lymphocytes, Tumor-Infiltrating , Male , Microsatellite Instability , Middle Aged , Mutation , Neoplasm Staging , Predictive Value of Tests , Survival Rate , Time Factors
9.
J Natl Cancer Inst ; 110(1)2018 01 01.
Article in English | MEDLINE | ID: mdl-28922789

ABSTRACT

Background: This study assesses how the metastatic immune landscape is impacting the response to treatment and the outcome of colorectal cancer (CRC) patients. Methods: Complete curative resection of metastases (n = 441) was performed for two patient cohorts (n = 153). Immune densities were quantified in the center and invasive margin of all metastases. Immunoscore and T and B cell (TB) score were analyzed in relation to radiological and pathological responses and patient's disease-free (DFS) and overall survival (OS) using multivariable Cox proportional hazards models. All statistical tests were two-sided. Results: The spatial distribution of immune cells within metastases was nonuniform. Patients, as well as metastases of the same patient, had variable immune infiltrates and response to therapy. A beneficial response was statistically significantly associated with increased immune densities. Among all metastases, Immunoscore (I) and TB score evaluated in the least immune-infiltrated metastases were the strongest predictors for DFS and OS (five-year follow-up, Immunoscore: I 3-4: DFS rate = 27.9%, 95% CI = 15.2 to 51.3; vs I 0-1-2: DFS rate = 12.3%, 95% CI = 4.9 to 30.6; HR = 0.45, 95% CI = 0.28 to 0.70, P = .02; I 3-4: OS rate = 64.6%, 95% CI = 46.6 to 89.6; vs I 0-1-2: OS rate = 32.5%, 95% CI = 17.2 to 61.4; HR = 0.32, 95% CI = 0.15 to 0.66, P = .001, C-index = 65.9%; five-year follow-up, TB score: TB 3-4: DFS rate = 25.7%, 95% CI = 14.2 to 46.6; vs TB 0-1-2: DFS rate = 5.0%, 95% CI = 0.8 to 32.4; HR = 0.36, 95% CI = 0.22 to 0.57, P < .001; TB 3-4: OS rate = 63.7%, 95% CI = 46.4 to 87.5; vs TB 0-1-2: OS rate: 21.4%, 95% CI = 9.2 to 49.8; HR = 0.25, 95% CI = 0.12 to 0.51, P < .001, C-index = 67.8%). High TB score and Immunoscore patients had a median survival of 70.5 months, while low patients survived only 25.1 to 38.3 months. Nonresponding patients with high-immune infiltrates had prolonged DFS (HR = 0.28, 95% CI = 0.15 to 0.52, P = .001) and OS (HR = 0.25, 95% CI = 0.1 to 0.62, P = .001). The immune parameters remained the only statistically significant prognostic factor associated with DFS and OS in multivariable analysis (P < .001), while response to treatment was not. Conclusions: Response to treatment and prolonged survival of metastatic CRC patients were statistically significantly associated with high-immune densities quantified into the least immune-infiltrated metastasis.


Subject(s)
B-Lymphocytes , Colorectal Neoplasms/immunology , Liver Neoplasms/immunology , Lung Neoplasms/immunology , Lymphocytes, Tumor-Infiltrating , T-Lymphocytes , Aged , Antigens, CD20/analysis , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , B-Lymphocytes/chemistry , CD3 Complex/analysis , CD8-Positive T-Lymphocytes , Chemotherapy, Adjuvant , Colorectal Neoplasms/pathology , Colorectal Neoplasms/therapy , Disease-Free Survival , Follow-Up Studies , Forkhead Transcription Factors/analysis , Hepatectomy , Humans , Leukocyte Common Antigens/analysis , Liver Neoplasms/secondary , Liver Neoplasms/therapy , Lung Neoplasms/secondary , Lung Neoplasms/therapy , Lymphocyte Count , Metastasectomy , Middle Aged , Neoplasm Metastasis , Pneumonectomy , Preoperative Period , Response Evaluation Criteria in Solid Tumors , Survival Rate , T-Lymphocytes/chemistry , Tumor Microenvironment/immunology
10.
Cancer Cell ; 34(6): 1012-1026.e3, 2018 12 10.
Article in English | MEDLINE | ID: mdl-30537506

ABSTRACT

Treatment of metastatic colorectal cancer is based upon the assumption that metastases are homogeneous within a patient. We quantified immune cell types of 603 whole-slide metastases and primary colorectal tumors from 222 patients. Primary lesions, and synchronous and metachronous metastases, had a heterogeneous immune infiltrate and mutational diversity. Small metastases had frequently a low Immunoscore and T and B cell score, while a high Immunoscore was associated with a lower number of metastases. Anti-epidermal growth factor receptor treatment modified immune gene expression and significantly increased T cell densities in the metastasis core. The predictive accuracy of the Immunoscore from a single biopsy was superior to the one of programmed cell death ligand 1 (PD-L1). The immune phenotype of the least-infiltrated metastasis had a stronger association with patient outcome than other metastases.


Subject(s)
Antineoplastic Agents/pharmacology , Colorectal Neoplasms/drug therapy , ErbB Receptors/antagonists & inhibitors , Lymphocytes, Tumor-Infiltrating/drug effects , Tumor Microenvironment/drug effects , Adult , Aged , Aged, 80 and over , B7-H1 Antigen/genetics , B7-H1 Antigen/immunology , B7-H1 Antigen/metabolism , Cohort Studies , Colorectal Neoplasms/genetics , Colorectal Neoplasms/immunology , ErbB Receptors/immunology , ErbB Receptors/metabolism , Female , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/immunology , Gene Ontology , Gene Regulatory Networks , Humans , Kaplan-Meier Estimate , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Male , Middle Aged , Neoplasm Metastasis , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
11.
J Clin Endocrinol Metab ; 87(5): 1949-54, 2002 May.
Article in English | MEDLINE | ID: mdl-11994323

ABSTRACT

Chronic exposure to excess glucocorticoids results in cognitive and psychological impairment. A few studies have indicated that cerebral atrophy can be found in patients with Cushing's syndrome (CS), but its evolution after cure has not been studied extensively. We report the presence of apparent cerebral atrophy in CS and its reversibility after the correction of hypercortisolism. Thirty-eight patients with CS, including 21 with Cushing's disease and 17 with adrenal CS were studied. The control groups consisted of 18 patients with other non-ACTH-secreting sellar tumors and 20 normal controls. Twenty-two patients with CS were reevaluated after cure. Subjective loss of brain volume was present in 86% of patients with Cushing's disease and 100% of patients with adrenal CS. The values for third ventricle diameter, bicaudate diameter, and subjective evaluation were significantly increased in CS groups in comparison with the control group (P < or = 0.001). Imaging reevaluated at 39.7 +/- 34.1 months after achieving eucortisolism showed an improvement of the third ventricle diameter (P = 0.001), bicaudate diameter (P < 0.0005), and subjective evaluation (P = 0.05). We conclude that brain volume loss is highly prevalent in CS and is at least partially reversible following correction of hypercortisolism.


Subject(s)
Brain/diagnostic imaging , Brain/pathology , Cushing Syndrome/blood , Cushing Syndrome/diagnosis , Hydrocortisone/blood , Adult , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Prospective Studies , Retrospective Studies , Tomography, X-Ray Computed
12.
Sci Transl Med ; 6(228): 228ra37, 2014 Mar 19.
Article in English | MEDLINE | ID: mdl-24648340

ABSTRACT

The tumor microenvironment is host to a complex network of cytokines that contribute to shaping the intratumoral immune reaction. Chromosomal gains and losses, coupled with expression analysis, of 59 cytokines and receptors and their functional networks were investigated in colorectal cancers. Changes in local expression for 13 cytokines were shown. Metastatic patients exhibited an increased frequency of deletions of cytokines from chromosome 4. Interleukin 15 (IL15) deletion corresponded with decreased IL15 expression, a higher risk of tumor recurrence, and reduced patient survival. Decreased IL15 expression affected the local proliferation of B and T lymphocytes. Patients with proliferating B and T cells at the invasive margin and within the tumor center had significantly prolonged disease-free survival. These results delineate chromosomal instability as a mechanism of modulating local cytokine expression in human tumors and underline the major role of IL15. Our data provide further mechanisms resulting in changes of specific immune cell densities within the tumor, and the importance of local active lymphocyte proliferation for patient survival.


Subject(s)
Cell Proliferation , Lymphocytes/pathology , Neoplasms/pathology , Cytokines/genetics , Humans , Neoplasm Recurrence, Local , Neoplasms/genetics , Survival Rate , Tumor Microenvironment
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