Background There are significant differences in the clinical manifestations of interstitial lung disease (ILD) associated with connective tissue disease (CTD), which makes the diagnosis and treatment of CTD-ILD difficult. Early identification and treatment of CTD-ILD with a multidisciplinary approach discussed improves the prognosis of such patients. The study extracts the clinical elements related to CTD-ILD, develops a screening tool that can be used to identify CTD in ILD in the early stage, and puts forward the guidelines for multidisciplinary management of CTD-ILD, which will help respiratory physicians to carry out joint diagnosis and treatment with rheumatologists in the early stage. Methods Twelve rheumatologists from the Middle East and North Africa (MENA) region formed an expert panel to discuss and select the most relevant clinical elements for early identification of CTD-ILD. The expert panel explored seven of the most common autoimmune inflammatory diseases and discussed how CTD-ILD can be recognized early. Results The panel reached the following consensus on the seven autoimmune inflammatory diseases discussed in this study: (1) the most common CTDs in the MENA population: rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), Sjogren's syndrome (SS), systemic sclerosis (SSc), mixed connective tissue disease (MCTD), inflammatory myopathy (IM), sarcoidosis; (2) CTDs with the greatest correlation with ILD: SSc, SS, IM, RA, MCTD, SLE, and sarcoidosis; (3) Common symptoms or signs of patients with CTD-ILD: Raynaud's phenomenon, swollen fingers, skin lesions, technician hands, inflammatory joint pain, dry mouth/eyes, dysphagia, proximal muscle weakness, skin atrophy/sclerosis; (4) Laboratory tests with suggestive significance for the diagnosis of CTD-ILD: immunofluorescence antinuclear antibody detection (IF-ANA), extractable nuclear antigen autoantibody spectrum detection (ENA), rheumatoid factor (RF), creatine kinase (CK), anti-cyclic citrulline peptide antibody (ACPA), erythrocyte sedimentation rate (ESR), C-reactive protein (CRP). Based on the above clinical characteristics and laboratory tests, a questionnaire was designed to guide the diagnosis of CTD-ILD and assist the respiratory physician in determining whether a referral to a rheumatologist and immunologist is required, with the following contents: (1) whether the patient has Raynaud's phenomenon; (2) whether finger swelling unrelated to external injury occurs repeatedly; (3) Whether there are skin lesions; (4) Whether there are technicians; (5) whether there is inflammatory joint pain; (6) Whether there is dry mouth and dry eyes; (7) whether there is dysphagia; (8) Whether there is proximal muscle weakness; (9) Whether there is skin tightening or thickening. Conclusion Rheumatologists believe that inflammatory joint pain, morning stiffness lasting more than 30 min, Raynaud's phenomenon, finger swelling, rash, proximal muscle weakness, etc. in ILD patients highly suggest the possibility of CTD; This system developed according to the clinical characteristics or laboratory test results of CTD-ILD helps respiratory doctors to identify potential CTDs in ILD patients early and see the rheumatology department early; However, it needs to be further verified in clinical practice.