RESUMEN
Surgical pathology reports may undergo revisions broadly categorized as addenda (supplementary information) or amendments (changes to finalized reports). Amendments indicate potential flaws in the diagnostic process and serve as important indicators of vulnerabilities in the histopathology workflow. This study analyzed the frequency and distribution of amendments in surgical pathology reports over 8 years to identify patterns highlighting opportunities for improvement. Surgical biopsies, excisions, and resections were included; cytology and molecular tests were excluded. Amended reports were categorized using previously used taxonomy documented in literature. Defects were classified as misinterpretations, misidentifications, defective specimens, or defective reports. Of 101,355 reports, 155 (0.15 %) were signed out with amendments. The amendment rate was approximately 1-2 cases per 1000 reports annually. Misinterpretations accounted for the majority (52 %) of amended reports, with undercalls (62 %) and overcalls (27 %) being predominant subtypes. Tumor staging was amended in 57 (37 %) cases, with 30 being upstaged and 11 downstaged clinically. The highest number of misinterpretation defects occurred in head and neck (36 %) and breast (21 %) specimens. Misinterpretation defects were present in 53 % of malignant cases versus 42 % of benign cases. In 18 cases, there were significant changes in pathological diagnosis (14 major and 4 minor). A standard taxonomy categorizing report defects is crucial for measuring and improving quality control. Accurate pathology reporting impacts patient care and guides workflow improvements. This taxonomy enables us to track variations and deficiencies in our pathology reporting processes in a reproducible way across the department.
Asunto(s)
Patología Quirúrgica , Patología Quirúrgica/métodos , Patología Quirúrgica/normas , HumanosRESUMEN
AIM: We conducted a pilot study to analyze the frozen section workflow in the histopathology department and to construct a future state map using Lean management for a better efficiency. METHOD: We analyzed the current state of frozen section workflow in our department, from receipt of the specimen to delivery of slides to the pathologist to communication of report to the surgeon by using value-stream mapping and spaghetti diagram. Further, with the help of the fishbone diagram and Pareto's chart, root cause analysis was done, and a future state map was created with help of a spaghetti diagram to eliminate the non-value-added steps. RESULTS: Our current value-stream map identified a total specimen processing time of 3393 min of which 2880 min were value-added, translating to a process cycle efficiency of 84.88 %. Also, with the help of tools of lean management we constructed a future state map to improve process cycle efficiency. CONCLUSION: In this study, we have attempted to use a few tools of lean management systems and suggested ways for continuous improvements that can be successfully implemented in histopathology laboratories.
Asunto(s)
Secciones por Congelación , Laboratorios , Humanos , Flujo de Trabajo , Proyectos Piloto , Mejoramiento de la CalidadRESUMEN
Human epidermal growth factor receptor 2 (HER-2) is an established prognostic and predictive biomarker for breast cancer. To ensure accuracy and uniformity for HER-2 testing, ASCO/CAP published guidelines in 2007 which were updated in 2013 and recently in 2018. In this first study from Indian Oncology center, we evaluated the impact of 2018 ASCO/CAP guidelines. We found a substantial decrease in equivocal IHC cases (P-value < .00001). On reclassification, a total of 5.6% cases from equivocal and positive categories (2013 guidelines) shifted to the negative FISH result category (P-value < .0001), with adoption of 2018 guidelines and eliminated the double equivocal cases.
Asunto(s)
Neoplasias de la Mama , Biomarcadores de Tumor , Femenino , Humanos , Hibridación Fluorescente in Situ , Receptor ErbB-2/genética , ReflejoAsunto(s)
Enfermedad Trofoblástica Gestacional , Neoplasias Trofoblásticas , Tumor Trofoblástico Localizado en la Placenta , Neoplasias Uterinas , Femenino , Humanos , Embarazo , Tumor Trofoblástico Localizado en la Placenta/patología , Placenta , Neoplasias Uterinas/patología , Polvo , Oro , Neoplasias Trofoblásticas/patología , Enfermedad Trofoblástica Gestacional/patologíaRESUMEN
The ASCO/CAP guidelines for HER2 reporting in breast cancer published in 2007 and were updated in 2013 to assure that the right patient receives the targeted therapy. The updated guidelines have lowered the threshold for HER2 positivity criteria and altered the equivocal category for both IHC and FISH. This first study from India addresses the impact of these updated guidelines in the various reporting categories at a tertiary care centre. We compared the trend of HER2 IHC reporting 1 year before (Period A) and 1 year after (Period B) the implementation of updated 2013 ASCO/CAP guidelines. All HER2 equivocal IHC cases of post 2013 guidelines were reclassified as per 2007 guidelines to detect additional number of cases that have been put into equivocal category. Reflex FISH correlation was also assessed to detect any additional cases eligible for anti HER2 therapy with implementation of these updated guidelines. With implementation of updated 2013 guidelines, there was significant decrease in the number of cases scored as 1+ (from 30.7% to 20.6%; P value: .0001) while significant increase in number of 2+ cases (from 20.2% to 27.3%; P value: .004). Post 2013 guidelines, 39% (64 cases) of tumors were additionally put into the equivocal category which would have been considered as negative (score 1+) as per 2007 guidelines. The reflex FISH testing in these equivocal cases resulted in detection of only 1.5% of additional cases eligible for anti HER2 therapy. With implementation of updated 2013 guidelines, there is no significant increase in HER2 positivity trend. However, there is appreciable increase in IHC equivocal cases which subsequently led to increased reflex FISH testing without significantly contributing to the detection of additional eligible cases for anti HER2 therapy, but resulted in delaying of definite HER2 status along with financial implications.
Asunto(s)
Neoplasias de la Mama/genética , Inmunohistoquímica/métodos , Hibridación Fluorescente in Situ/métodos , Guías de Práctica Clínica como Asunto/normas , Receptor ErbB-2/genética , Biomarcadores de Tumor/análisis , Distribución de Chi-Cuadrado , Femenino , Humanos , IndiaRESUMEN
OBJECTIVES: The objectives of our study were to demonstrate the clinicopathological characteristics and determine the prognostic factors for women with synchronous primary cancers of the endometrium and ovary. METHODS: A retrospective analysis of 43 pathologically proven cases of synchronous primary endometrial and ovarian cancers diagnosed between January 2005 and December 2015 was carried out. Patients with uterine sarcomas, carcinosarcomas, borderline tumors, and nonepithelial tumors of the ovary and patients who received neoadjuvant chemotherapy were excluded from the study. Disease-free survival (DFS) and overall survival (OS) rates were calculated using the Kaplan-Meier method. Multivariate analysis to determine independent prognostic factors was performed using the Cox regression model. RESULTS: Mean age at diagnosis was 48.49 years. The most common presenting symptom was abnormal uterine bleeding in 58.2% of the patients. Nineteen patients (44.2%) were obese, and 13 patients (30.2%) were overweight. Twelve patients (30%) were nulliparous, and 25 (58.2%) were premenopausal; 76.7% of the patients received adjuvant treatment after surgery. Mean follow-up period was 48.9 months. Twelve patients developed recurrence, and 7 patients died of recurrent disease. The 5-year DFS for all patients was 65.13%, and the 5-year OS was 79.75%. The 118-month DFS and 118-month OS were 65.13% and 72.50%, respectively. On multivariate analysis, grade 3 disease for both endometrial and ovarian cancers and presence of lymphovascular space invasion were associated with significantly worse 118-month DFS and OS, respectively. CONCLUSIONS: Women with synchronous primary endometrial and ovarian cancers are young, nulliparous, obese, and premenopausal and have a favorable overall prognosis. Grade 3 disease at both sites and presence of lymphovascular space invasion are independent prognostic factors for recurrence and survival, respectively.
Asunto(s)
Neoplasias Endometriales/patología , Neoplasias Primarias Múltiples/patología , Neoplasias Ováricas/patología , Adulto , Supervivencia sin Enfermedad , Neoplasias Endometriales/cirugía , Femenino , Humanos , Estimación de Kaplan-Meier , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Primarias Múltiples/cirugía , Neoplasias Ováricas/cirugía , Pronóstico , Estudios Retrospectivos , Tasa de SupervivenciaRESUMEN
Lymphoepithelial carcinoma (LEC) of head and neck region predominantly arises in salivary gland, oral cavity, oropharynx, nasal cavity, paranasal sinuses, and larynx; those arising from tongue are rare. Morphologically, it is a poorly differentiated squamous cell carcinoma, with early regional and distant metastasis. Diagnosis of LEC can sometimes be challenging especially in small biopsy and more so when seen at unusual location. Combination of morphology and immunohistochemistry (IHC) helps the diagnosis. Herein, we report a rare third case of LEC arising from lateral border tongue, diagnosed in a 36-year-old male. The presented case highlights challenges faced during diagnosis in small biopsy. Treatment of LECs comprises of surgery followed by radiotherapy or combined chemoradiation. Though, almost 70% of LEC of oral cavity region present with cervical nodal metastasis, their prognosis remains favorable.
Asunto(s)
Carcinoma de Células Grandes , Carcinoma de Células Escamosas , Enfermedad de Hodgkin , Masculino , Humanos , Adulto , Carcinoma de Células Escamosas/diagnóstico , Carcinoma de Células Escamosas/tratamiento farmacológico , Biopsia , LenguaRESUMEN
A preoperative diagnosis of dedifferentiated liposarcomas (DDLPS) on fine-needle aspiration cytology (FNAC) is rare with scarce indexed literature. Herein, we describe a case of DDLPS diagnosed on fine needle aspiration which was presumed to be a lymphoma clinically and radiologically.
RESUMEN
ABSTRACT: Ganglioneuroma (GN) is the most differentiated and benign variant of neuroblastic tumors, most commonly located in the posterior mediastinum, followed by the retroperitoneum and adrenal gland. Children of <10 years of age are more commonly affected than adults. Though benign, GNs can very rarely metastasize to regional lymph nodes or distant sites like liver, bone, spleen, and soft tissues. Metastatic lesions are assumed to represent neuroblastomas in which the metastasis and the primary tumor, both have matured. This differentiation can occur spontaneously or after treatment. We present a primary ganglioneuroma of adrenal gland in a 4-year-old child with nodal metastasis, without any blastemal component at any site.
Asunto(s)
Neoplasias de las Glándulas Suprarrenales , Ganglioneuroma , Metástasis Linfática , Humanos , Ganglioneuroma/patología , Ganglioneuroma/diagnóstico , Ganglioneuroma/cirugía , Neoplasias de las Glándulas Suprarrenales/patología , Neoplasias de las Glándulas Suprarrenales/secundario , Neoplasias de las Glándulas Suprarrenales/diagnóstico , Metástasis Linfática/patología , Preescolar , Neoplasias Retroperitoneales/patología , Neoplasias Retroperitoneales/secundario , Ganglios Linfáticos/patología , Ganglios Linfáticos/cirugía , Masculino , Espacio Retroperitoneal/patología , Glándulas Suprarrenales/patología , Glándulas Suprarrenales/cirugía , Glándulas Suprarrenales/diagnóstico por imagen , Tomografía Computarizada por Rayos XRESUMEN
ABSTRACT: Mammary analogue secretory carcinoma (MASC) is a recently defined entity among salivary gland tumors. MASC bores a striking resemblance to secretory carcinoma of breast along with the characteristics of ETV6-NTRK3 translocation. Hence, the entity was designated as MASC and was formally included in the 4th edition of World Health Organization classification of head and neck tumors in 2017. To the best of our knowledge, around 12 cases of MASC have been described in the Indian literature. MASC commonly involves parotid gland (70%). Involvement of submandibular gland is still rarer (7%). Prognosis of MASC is comparable to other low grade salivary gland malignancies; however, aggressive behavior has also been reported in few cases. This case is one of the very few reported cases describing MASC with detailed clinical, cytology, and microscopy findings along with special stains and immunohistochemistry.
Asunto(s)
Carcinoma Secretor Análogo al Mamario , Glándula Submandibular , Humanos , Carcinoma Secretor Análogo al Mamario/patología , Carcinoma Secretor Análogo al Mamario/diagnóstico , Carcinoma Secretor Análogo al Mamario/genética , Glándula Submandibular/patología , Adulto , Femenino , Masculino , Diagnóstico Diferencial , Neoplasias de la Glándula Submandibular/patología , Neoplasias de la Glándula Submandibular/diagnóstico , Neoplasias de las Glándulas Salivales/patología , Neoplasias de las Glándulas Salivales/diagnóstico , PronósticoRESUMEN
With the advent of molecular immunohistochemistry and next generation sequencing, Switch/sucrose non-fermentable (SWI/SNF) chromatin remodeling complex altered tumors have gained recognition recently. SWI/SNF related, matrix associated, actin dependent regulator of chromatin subfamily B member 1 (SMARCB1) and SMARCA4 are the primary SWI/SNF components altered in several recently described undifferentiated malignancies in head and neck region with predilection for paranasal sinuses in SMARCB1-deficient tumors and nasal cavity in SMARCA4-deficient tumors. However, to the best of our knowledge, SMARCA4-deficient tumors of the oropharynx have not been described. We present an unusual case of SMARCA4-deficient carcinoma of the oropharynx (palatine tonsil) which is the first case in the literature, expanding the topographic distribution of SMARCA4-deficient tumors in the head and neck region and emphasizing the importance of BRG1 as an essential immunohistochemical marker for the diagnosis of this distinct entity.
Asunto(s)
Carcinoma , Neoplasias de Cabeza y Cuello , Humanos , Carcinoma/patología , Neoplasias de Cabeza y Cuello/diagnóstico , Cuello/patología , Biomarcadores de Tumor , ADN Helicasas/genética , Proteínas Nucleares/genética , Factores de Transcripción/genéticaRESUMEN
ABSTRACT: Extrarenal rhabdoid tumors (ERRTs) are highly aggressive pediatric tumors with very few cases reported in the literature. These tumors, similar to their renal counterparts, are characterized by inactivating mutations of the SMARCB1/INI-1 gene, a member of the SWI/SNF chromatin remodeling pathway. Diagnosis of ERRTs appears challenging owing to its rarity, varied morphological profile with a higher tendency for rhabdoid differentiation, and overlapping features with other SMARCB-1 deficient tumors. Here, we report a case of ERRT in the pelvis of a three-year-old child with an unusual expression of SALL4 and C-kit on immunohistochemistry. A complete immunohistochemical workup might help in differentiating ERRTs from other SMARCB1/INI1-deficient soft tissue tumors. The expression of stem cell markers in the presented case also suggests that these tumors might originate from or share similarities with embryonic stem cells or germ cells.
Asunto(s)
Proteínas Proto-Oncogénicas c-kit , Tumor Rabdoide , Factores de Transcripción , Humanos , Tumor Rabdoide/diagnóstico , Tumor Rabdoide/patología , Tumor Rabdoide/genética , Tumor Rabdoide/metabolismo , Proteínas Proto-Oncogénicas c-kit/genética , Proteínas Proto-Oncogénicas c-kit/metabolismo , Factores de Transcripción/genética , Factores de Transcripción/metabolismo , Preescolar , Biomarcadores de Tumor/metabolismo , Biomarcadores de Tumor/genética , Masculino , Neoplasias Pélvicas/diagnóstico , Neoplasias Pélvicas/patología , Neoplasias Pélvicas/genética , Neoplasias Pélvicas/metabolismo , InmunohistoquímicaRESUMEN
Distinguishing T-lymphoblastic leukemia/lymphoma (T-ALL/T-LBL) from thymomas (especially B1 or B2 type) can be challenging particularly in limited trucut biopsy material where appreciating architecture is difficult or the background epithelial component does not provide tangible evidence for definite diagnosis. As a pathologist, it is important to accurately diagnose these neoplasms because they have entirely distinct management protocols. Recent studies have reported that LIM Domain Only 2 (LMO2) is expressed in neoplastic lymphoblasts of T-ALL/T-LBL and is absent in thymocytes of normal thymuses or thymomas. An observational study was done to test the sensitivity and specificity of LMO2 in differentiating neoplastic lymphoblasts from thymocytes of thymomas/normal thymuses. Our study showed that LMO2 had sensitivity of 70% and specificity of 100% in diagnosing LBL. None of the thymomas (B1 or B2 type) showed expression of LMO2 in the neoplastic cells. LMO2 is a reliable marker of transformed T-cell precursors and should be routinely included in immunohistochemical panel when evaluating thymic/mediastinal neoplasms.
Asunto(s)
Linfoma de Células T , Leucemia-Linfoma Linfoblástico de Células Precursoras , Leucemia-Linfoma Linfoblástico de Células T Precursoras , Timoma , Neoplasias del Timo , Humanos , Timoma/diagnóstico , Timoma/patología , Inmunohistoquímica , Leucemia-Linfoma Linfoblástico de Células T Precursoras/diagnóstico , Leucemia-Linfoma Linfoblástico de Células T Precursoras/patología , Neoplasias del Timo/diagnóstico , Neoplasias del Timo/patología , Proteínas Proto-Oncogénicas , Proteínas Adaptadoras Transductoras de Señales , Proteínas con Dominio LIM/metabolismoRESUMEN
Solitary fibrous tumor of the central nervous system (CNS) accounts for <1% of all primary CNS tumors. These tumors are typically dura-based and are graded using a three-tiered system based on cellularity, mitotic activity and necrosis. Extracranial metastasis of this disease is rare. The present study reports 3 cases of this rare tumor, retrieved from the hospital archives over a period of 5 years. The hematoxylin and eosin-stained and immunohistochemistry (IHC) slides were reviewed by two pathologists and clinical details were obtained from the hospital records. All 3 cases had tumors located in the cranial cavity. These cases had an outside diagnosis of meningioma, which on re-evaluation at our center (Rajiv Gandhi Cancer Institute and Research Centre, New Delhi, India) were found to be solitary fibrous tumor. Of the 3 cases, 1 developed local recurrence and distant metastasis. All cases showed histomorphological features of a spindle cell tumor with positivity for STAT6 by IHC. The genomic NGFI-A-binding protein 2-STAT6 fusion in solitary fibrous tumor leads toSTAT6 nuclear expression on IHC, which confirms the diagnosis and also differentiates it from its close mimics. This case series highlights that histomorphology and IHC are imperative for a correct and timely diagnosis of these tumors, which are commonly misdiagnosed clinically.
RESUMEN
Spindle epithelial tumor with thymus-like elements (SETTLE) is a rare malignant neoplasm of the thyroid gland which is believed to arise from intrathyroidal thymic tissue. It predominantly affects young adults and children presenting with a thyroid mass of variable duration and rarely occurs in adults. It has a high overall survival with a tendency for delayed metastasis. SETTLE is a biphasic lobulated tumor composed of spindle shaped cells along with glandular formations seen on histopathological examination. Despite its typical morphology it is commonly misdiagnosed on histopathology due to its rarity and overlapping morphology with other close mimics such as a carcinoma, synovial sarcoma and thymoma. Herein we report such a case occurring in a middle aged female presenting with a neck mass. She had an initial diagnosis of metastatic poorly differentiated squamous cell carcinoma possibly with an orophayngeal primary in view of co expression of CK, p40 and p16 on immunohistochemistry. The patient underwent surgical resection with modified neck dissection. On review at our hospital it was diagnosed as SETTLE and she remains disease free after a follow-up period of 1 year. Diligent histopathological examination espoused with a judicious panel of IHC markers in conjunction with clinicoradiological findings forms the mainstay of diagnosis. Diffuse and strong p16 immunoexpression has not been documented or evaluated in literature so far, and needs to be explored for its diagnostic utility in this rare entity.
Asunto(s)
Biomarcadores de Tumor , Humanos , Femenino , Biomarcadores de Tumor/análisis , Persona de Mediana Edad , Neoplasias de la Tiroides/patología , Neoplasias de la Tiroides/diagnóstico , Inmunohistoquímica , Diagnóstico Diferencial , Neoplasias del Timo/patología , Neoplasias del Timo/diagnóstico , Disección del Cuello , Neoplasias Glandulares y Epiteliales/patología , Neoplasias Glandulares y Epiteliales/diagnóstico , Carcinoma de Células Escamosas/patología , Carcinoma de Células Escamosas/diagnósticoRESUMEN
Folliclular dendritic cell sarcoma (FDCS) is an extremely rare neoplasm originating from folliclular dendritic cells, both nodally and extranodally. Its primary presentation as a large colonic mass is rare and can be misdiagnosed as epithelial tumor/soft tissue tumor both clinically and through histomorphology. Due to its rarity and limited consensus guidelines about its management, it presents as a diagnostic and therapeutic challenge for pathologists and oncologists. However, accurate diagnosis is imperative due to its distinct prognostic and therapeutic implications. Herein we report, two cases of extranodal FDCS of colon with the aim of contributing to the management of this uncommon entity.
Asunto(s)
Carcinoma , Sarcoma de Células Dendríticas Foliculares , Humanos , Sarcoma de Células Dendríticas Foliculares/diagnóstico , Sarcoma de Células Dendríticas Foliculares/terapia , Sarcoma de Células Dendríticas Foliculares/patología , PronósticoRESUMEN
Renal cell carcinoma (RCC) accounts for 2% of all cancer cases worldwide, and majority are sporadic. The latest World Health Organization (WHO) classification of renal cell tumors (fifth edition, 2022) has molecularly defined renal tumor entities, which includes fumarate hydratase (FH)-deficient RCC. FH-deficient RCC is an aggressive carcinoma caused by pathogenic alterations in FH gene, seen in 15% of patients with hereditary leiomyomatosis and renal cell cancer syndrome (HLRCC) syndrome. These tumors occur more frequently at a younger age and present at an advanced stage, carrying a dismal prognosis. We report a series of 10 cases of FH-deficient RCC. The mean age was 49.8 years, and all cases presented in advanced stages (III and IV). Morphologically, the cases had varied architectural patterns with characteristic eosinophilic macronucleoli and perinucleolar halo. On immunohistochemistry (IHC), all showed diffuse nucleo-cytoplasmic expression of S-(2-succino)-cysteine (2-SC), with loss of FH in seven cases. FH-deficient RCCs are aggressive neoplasms and can be diagnosed using specific IHC markers (FH and 2-SC). These patients should undergo germline testing for FH gene mutation, genetic counseling, and surveillance of family members.
Asunto(s)
Carcinoma de Células Renales , Fumarato Hidratasa , Neoplasias Renales , Humanos , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/patología , Fumarato Hidratasa/deficiencia , Fumarato Hidratasa/genética , Persona de Mediana Edad , Femenino , Masculino , Adulto , Neoplasias Renales/genética , Neoplasias Renales/patología , Inmunohistoquímica , Anciano , Síndromes Neoplásicos Hereditarios/genética , Síndromes Neoplásicos Hereditarios/diagnóstico , Síndromes Neoplásicos Hereditarios/patología , Mutación de Línea Germinal , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/deficiencia , Cisteína/análogos & derivados , Neoplasias Cutáneas , Neoplasias Uterinas , LeiomiomatosisRESUMEN
Introduction. Timely and accurate diagnosis of diseases is crucial for effective patient care. Turnaround time (TAT) in surgical pathology, defined as the time between accessioning the sample and reporting results, is a key performance indicator reflecting quality and efficiency. This study explores factors affecting TAT for diagnostic biopsies in a tertiary oncology hospital. Methods. A 1-month pilot study was conducted, focusing on 695 in-house diagnostic biopsies. Biopsies were categorized as routine (requiring only hematoxylin and eosin (H&E) staining) or complex cases (requiring additional tests). TAT was defined as the time between sample accessioning and report availability in the electronic medical record, with delays defined as exceeding 3 days for routine cases and 4 days for complex cases. Survival analysis using Kaplan-Meier plots was utilized to analyze TAT. Results. The overall mean TAT was 3.7 ± 2 days, with routine cases at 3.1 ± 2 days and complex cases at 4.8 ± 2 days (P < 0.001). Survival analysis revealed prolonged TAT for complex cases. Organ-specific analysis highlighted variations in TAT, with brain biopsies presenting the highest complexity and longest TAT. Surprisingly, malignant cases demonstrated slightly shorter TATs compared to benign cases (P = 0.026). Delays were observed in 34% of all cases. Conclusions. Laboratory TAT is crucial and is frequently used as a performance benchmark. We analyzed the various causes of delayed TAT in our hospital's histopathology department, with an emphasis on variables in the analytical phase. The results of this study demonstrate that cases involving ancillary techniques had significantly longer TATs compared to routine H&E cases.
RESUMEN
Background: The prognosis of lung carcinoma has changed since the discovery of molecular targets and their specific drugs. Somatic Epidermal Growth Factor Receptor (EGFR) mutations have been reported in lung carcinoma, and these mutant proteins act as substrates for targeted therapies. However, in a resource-constrained country like India, panel-based next-generation sequencing cannot be made available to the population at large. Additional challenges such as adequacy of tissue in case of lung core biopsies and locating suitable tumour tissues as a result of innate intratumoral heterogeneity indicate the necessity of an AI-based end-to-end pipeline capable of automatically detecting and learning more effective lung nodule features from CT images and predicting the probability of the EGFR-mutant. This will help the oncologists and patients in resource-limited settings to achieve near-optimal care and appropriate therapy. Methods: The EGFR gene sequencing and CT imaging data of 2277 patients with lung carcinoma were included from three cohorts in India and a White population cohort collected from TCIA. Another cohort LIDC-IDRI was used to train the AIPS-Nodule (AIPS-N) model for automatic detection and characterisation of lung nodules. We explored the value of combining the results of the AIPS-N with the clinical factors in the AIPS-Mutation (AIPS-M) model for predicting EGFR genotype, and it was evaluated by area under the curve (AUC). Findings: AIPS-N achieved an average AP50 of 70.19% in detecting the location of nodules within the lung region of interest during validation and predicted the score of five lung nodule properties. The AIPS-M machine learning (ML) and deep learning (DL) models achieved AUCs ranging from 0.587 to 0.910. Interpretation: The AIPS suggests that CT imaging combined with a fully automated lung-nodule analysis AI system can predict EGFR genotype and identify patients with an EGFR mutation in a cost-effective and non-invasive manner. Funding: This work was supported by a grant provided by Conquer Cancer Foundation of ASCO [2021IIG-5555960128] and Pfizer Products India Pvt. Ltd.