diff --git a/docs/CHANGELOG.rst b/docs/CHANGELOG.rst
index a10eca543..a3463e62c 100644
--- a/docs/CHANGELOG.rst
+++ b/docs/CHANGELOG.rst
@@ -18,6 +18,7 @@ Added
 
 Changed
 -------
+- Remove ``rnaseqc-qc`` 3' bias statistics from MultiQC report
 
 Fixed
 -----
diff --git a/resolwe_bio/processes/support_processors/multiqc.py b/resolwe_bio/processes/support_processors/multiqc.py
index 6b990a89f..0835c377a 100644
--- a/resolwe_bio/processes/support_processors/multiqc.py
+++ b/resolwe_bio/processes/support_processors/multiqc.py
@@ -64,43 +64,6 @@ def create_summary_table(samples, species, build):
         json.dump(sample_summary_json, out_file)
 
 
-def parse_rnaseqc_report(report):
-    """Parse RNA-SeQC QC report file."""
-    df = pd.read_csv(report, sep="\t")
-    return dict(df.values)
-
-
-def create_coverage_table(sample_names, reports):
-    """Prepare coverage metrics table."""
-    coverage_stats = [
-        "Genes used in 3' bias",
-        "Mean 3' bias",
-        "Median 3' bias",
-        "3' bias Std",
-        "3' bias MAD_Std",
-        "3' Bias, 25th Percentile",
-        "3' Bias, 75th Percentile",
-    ]
-
-    coverage_qc_json = {
-        "id": "coverage_qc",
-        "section_name": "RNA-SeQC Coverage Stats",
-        "plot_type": "table",
-        "file_format": "json",
-        "data": {},
-    }
-
-    for sample_name, report in zip(sample_names, reports):
-        report_data = parse_rnaseqc_report(report)
-
-        coverage_qc_json["data"][sample_name] = {
-            k: report_data[k] for k in coverage_stats if k in report_data
-        }
-
-    with open("rnaseqc_coverage_mqc.json", "w") as out_file:
-        json.dump(coverage_qc_json, out_file)
-
-
 def parse_chip_qc_report(report):
     """Parse ChiP-seq QC report file."""
     df = pd.read_csv(report, sep="\t")
@@ -439,7 +402,7 @@ class MultiQC(Process):
     }
     category = "QC"
     data_name = "MultiQC report"
-    version = "1.22.2"
+    version = "1.24.0"
 
     class Input:
         """Input fields to process MultiQC."""
@@ -517,8 +480,6 @@ def run(self, inputs, outputs):
         unsupported_data = []
         star_quantification_samples = []
         star_quantification_reports = []
-        rnaseqc_samples = []
-        rnaseqc_reports = []
 
         config_file = "/opt/resolwebio/assets/multiqc_config.yml"
         with open(config_file) as handle:
@@ -687,14 +648,9 @@ def run(self, inputs, outputs):
 
             elif d.process.type == "data:rnaseqc:qc:":
                 name = os.path.basename(d.output.metrics.path)
-                rnaseqc_samples.append(sample_name)
-                rnaseqc_reports.append(d.output.metrics.path)
                 create_symlink(
                     src=d.output.metrics.path, dst=os.path.join(sample_dir, name)
                 )
-                create_coverage_table(
-                    sample_names=rnaseqc_samples, reports=rnaseqc_reports
-                )
 
             elif d.process.type == "data:expression:salmon:":
                 # Symlink files/dirs without the parent directory to
diff --git a/resolwe_bio/tests/processes/test_support_processors.py b/resolwe_bio/tests/processes/test_support_processors.py
index 482ec22fd..5242e3b2c 100644
--- a/resolwe_bio/tests/processes/test_support_processors.py
+++ b/resolwe_bio/tests/processes/test_support_processors.py
@@ -491,14 +491,6 @@ def test_multiqc(self):
                 },
             )
 
-            rnaseqc_report = self.run_process(
-                "rnaseqc-qc",
-                {
-                    "alignment": star_alignment.id,
-                    "annotation": annotation.id,
-                },
-            )
-
             # BED file is not part of a sample entity. Test if MultiQC process
             # correctly skips this input data object
             bed = self.run_process(
@@ -518,7 +510,6 @@ def test_multiqc(self):
                     star_quantification.id,
                     samtools_idxstats.id,
                     qorts_report.id,
-                    rnaseqc_report.id,
                     bed.id,
                 ],
                 "advanced": {